From 030f4279b5d0392e04aeb324488e9c7547969bd2 Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Wed, 24 Aug 2022 11:21:22 +0800 Subject: [PATCH 01/22] add imgaug module --- modules/aug/include/opencv2/aug.hpp | 9 + .../aug/include/opencv2/aug/functional.hpp | 93 +++ modules/aug/include/opencv2/aug/rng.hpp | 18 + .../aug/include/opencv2/aug/transforms.hpp | 204 ++++++ .../include/opencv2/aug/transforms_det.hpp | 69 ++ modules/aug/misc/python/pyopencv_aug.hpp | 41 ++ modules/aug/samples/opencv_aug_demo.py | 51 ++ modules/aug/samples/train_cls_net.py | 106 +++ modules/aug/samples/train_det_net.py | 201 ++++++ modules/aug/samples/transforms.py | 605 ++++++++++++++++++ modules/aug/src/precomp.hpp | 10 + modules/aug/src/rng.cpp | 12 + modules/aug/src/transforms.cpp | 585 +++++++++++++++++ modules/aug/src/transforms_det.cpp | 91 +++ modules/aug/test/test_aug.cpp | 155 +++++ modules/aug/test/test_main.cpp | 3 + modules/aug/test/test_precomp.hpp | 10 + 17 files changed, 2263 insertions(+) create mode 100644 modules/aug/include/opencv2/aug.hpp create mode 100644 modules/aug/include/opencv2/aug/functional.hpp create mode 100644 modules/aug/include/opencv2/aug/rng.hpp create mode 100644 modules/aug/include/opencv2/aug/transforms.hpp create mode 100644 modules/aug/include/opencv2/aug/transforms_det.hpp create mode 100644 modules/aug/misc/python/pyopencv_aug.hpp create mode 100644 modules/aug/samples/opencv_aug_demo.py create mode 100644 modules/aug/samples/train_cls_net.py create mode 100644 modules/aug/samples/train_det_net.py create mode 100644 modules/aug/samples/transforms.py create mode 100644 modules/aug/src/precomp.hpp create mode 100644 modules/aug/src/rng.cpp create mode 100644 modules/aug/src/transforms.cpp create mode 100644 modules/aug/src/transforms_det.cpp create mode 100644 modules/aug/test/test_aug.cpp create mode 100644 modules/aug/test/test_main.cpp create mode 100644 modules/aug/test/test_precomp.hpp diff --git a/modules/aug/include/opencv2/aug.hpp b/modules/aug/include/opencv2/aug.hpp new file mode 100644 index 00000000000..a72b142bd05 --- /dev/null +++ b/modules/aug/include/opencv2/aug.hpp @@ -0,0 +1,9 @@ +#ifndef OPENCV_AUG_HPP +#define OPENCV_AUG_HPP + +#include "opencv2/aug/transforms.hpp" +#include "opencv2/aug/transforms_det.hpp" +#include "opencv2/aug/functional.hpp" +#include "opencv2/aug/rng.hpp" + +#endif \ No newline at end of file diff --git a/modules/aug/include/opencv2/aug/functional.hpp b/modules/aug/include/opencv2/aug/functional.hpp new file mode 100644 index 00000000000..567d6a01429 --- /dev/null +++ b/modules/aug/include/opencv2/aug/functional.hpp @@ -0,0 +1,93 @@ +#ifndef OPENCV_AUG_FUNCTIONAL_HPP +#define OPENCV_AUG_FUNCTIONAL_HPP +#include +#include + +namespace cv { + +// void blend(Mat& img1, Mat& img2, float ratio){ +// +// } + + static void adjust_brightness(Mat& img, double brightness_factor){ + CV_Assert(brightness_factor >= 0); + + int channels = img.channels(); + if(channels != 1 and channels != 3){ + CV_Error(Error::BadNumChannels, "Only support images with 1 or 3 channels"); + } + img = img * brightness_factor; + // NOTE: Can substitute for-loop with matrix multiplication for better efficiency? +// int nc = channels * img.cols; +// for(int j=0; j(j); +// for(int i=0; i( data[i] * brightness_factor); +// } +// } + } + + static void adjust_contrast(Mat& img, double contrast_factor){ + + CV_Assert(contrast_factor >= 0); + + int num_channels = img.channels(); + if(num_channels != 1 && num_channels != 3){ + CV_Error(Error::BadNumChannels, "Only support images with 1 or 3 channels"); + } + Mat channels[num_channels]; + split(img, channels); + std::vector new_channels; + for(int i=0; i < num_channels; i++){ + Mat& channel = channels[i]; + Scalar avg = mean(channel); + Mat avg_mat(channel.size(), channel.type(), avg); + Mat new_channel = contrast_factor * channel + (1-contrast_factor) * avg_mat; + new_channels.push_back(new_channel); + } + merge(new_channels, img); + } + + static void adjust_saturation(Mat& img, double saturation_factor){ + CV_Assert(saturation_factor >= 0); + + int num_channels = img.channels(); + if(num_channels != 1 && num_channels != 3){ + CV_Error(Error::BadNumChannels, "Only support images with 1 or 3 channels"); + } + if(img.channels() == 1) return; + Mat gray; + cvtColor(img, gray, COLOR_BGR2GRAY); + std::vector gray_arrays = {gray, gray, gray}; + merge(gray_arrays, gray); + img = saturation_factor * img + (1-saturation_factor) * gray; + } + + static void adjust_hue(Mat& img, double hue_factor) { + // FIXME: the range of hue_factor needs to be modified + CV_Assert(hue_factor >= 0); + + int num_channels = img.channels(); + if (num_channels != 1 && num_channels != 3) { + CV_Error(Error::BadNumChannels, "Only support images with 1 or 3 channels"); + } + + if (num_channels == 1) return; + int hue_shift = saturate_cast (hue_factor * 180); + Mat hsv; + cvtColor(img, hsv, COLOR_BGR2HSV); + for (int j=0; j(j, i)[0]; + if(h + hue_shift > 180) + h = h + hue_shift - 180; + else + h = h + hue_shift; + hsv.at(j, i)[0] = h; + } + } + cvtColor(hsv, img, COLOR_HSV2BGR); + } +}; + +#endif \ No newline at end of file diff --git a/modules/aug/include/opencv2/aug/rng.hpp b/modules/aug/include/opencv2/aug/rng.hpp new file mode 100644 index 00000000000..0f72bdc9906 --- /dev/null +++ b/modules/aug/include/opencv2/aug/rng.hpp @@ -0,0 +1,18 @@ +// +// Created by Chuyang Zhao on 2022/8/17. +// + +#ifndef OPENCV_AUG_RNG_HPP +#define OPENCV_AUG_RNG_HPP + +namespace cv{ + namespace imgaug{ + extern uint64 state; + extern cv::RNG rng; + + CV_EXPORTS_W void setSeed(uint64 seed); + } +} + + +#endif //OPENCV_AUG_RNG_HPP diff --git a/modules/aug/include/opencv2/aug/transforms.hpp b/modules/aug/include/opencv2/aug/transforms.hpp new file mode 100644 index 00000000000..71c7fd7cc4b --- /dev/null +++ b/modules/aug/include/opencv2/aug/transforms.hpp @@ -0,0 +1,204 @@ +#ifndef OPENCV_AUG_TRANSFORMS_HPP +#define OPENCV_AUG_TRANSFORMS_HPP + +#include +#include +#include + +namespace cv{ + namespace imgaug{ + /* + * Base class for all augmentation classes + */ + class CV_EXPORTS_W Transform{ + public: + CV_WRAP virtual void call(InputArray src, OutputArray dst) const = 0; + CV_WRAP virtual ~Transform() = default; + }; + + class CV_EXPORTS_W Compose{ + public: + CV_WRAP explicit Compose(std::vector >& transforms); + CV_WRAP void call(InputArray src, OutputArray dst) const; + + std::vector > transforms; + }; + + CV_EXPORTS_W void randomCrop(InputArray src, OutputArray dst, const Size& sz, const Vec4i& padding=Vec4i() , bool pad_if_need=false, int fill=0, int padding_mode=BORDER_CONSTANT); + +// CV_EXPORTS_W void randomCropV1(InputOutputArray src, const Size& sz, const Vec4i& padding=Vec4i() , bool pad_if_need=false, int fill=0, int padding_mode=BORDER_CONSTANT); + + CV_EXPORTS_W void randomFlip(InputArray src, OutputArray dst, int flipCode=0, double p=0.5); + + class CV_EXPORTS_W RandomCrop: public Transform{ + public: + CV_WRAP explicit RandomCrop(const Size& sz, const Vec4i& padding=Vec4i(0,0,0,0), bool pad_if_need=false, int fill=0, int padding_mode=BORDER_CONSTANT); + CV_WRAP ~RandomCrop() override = default; + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Size sz; + Vec4i padding; + bool pad_if_need; + int fill; + int padding_mode; + }; + + class CV_EXPORTS_W RandomFlip: public Transform{ + public: + CV_WRAP explicit RandomFlip(int flipCode=0, double p=0.5); + CV_WRAP ~RandomFlip() override = default; + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + int flipCode; + double p; + }; + + /* + * All interpolation types: https://docs.opencv.org/3.4/da/d54/group__imgproc__transform.html#gga5bb5a1fea74ea38e1a5445ca803ff121ac97d8e4880d8b5d509e96825c7522deb + */ + class CV_EXPORTS_W Resize: public Transform{ + public: + CV_WRAP explicit Resize(const Size& sz, int interpolation=INTER_LINEAR); + CV_WRAP ~Resize() override = default; + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Size sz; + int interpolation; + }; + + CV_EXPORTS_W void centerCrop(InputArray src, OutputArray dst, const Size& size); + + class CV_EXPORTS_W CenterCrop : public Transform { + public: + CV_WRAP explicit CenterCrop(const Size& size); + CV_WRAP ~CenterCrop() override = default; + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Size size; + }; + + class CV_EXPORTS_W Pad : public Transform{ + public: + CV_WRAP explicit Pad(const Vec4i& padding, const Scalar& = Scalar(), int padding_mode = BORDER_CONSTANT); + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Vec4i padding; + const Scalar fill; + int padding_mode; + }; + + CV_EXPORTS void randomResizedCrop(InputArray src, OutputArray dst, const Size& size, const Vec2d& scale = Vec2d(0.08, 1.0), const Vec2d& ratio = Vec2d(3.0 / 4.0, 4.0 / 3.0), int interpolation = INTER_LINEAR); + + class CV_EXPORTS_W RandomResizedCrop : public Transform { + public: + CV_WRAP explicit RandomResizedCrop(const Size& size, const Vec2d& scale = Vec2d(0.08, 1.0), const Vec2d& ratio = Vec2d(3.0 / 4.0, 4.0 / 3.0), int interpolation = INTER_LINEAR); + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Size size; + Vec2d scale; + Vec2d ratio; + int interpolation; + }; + + CV_EXPORTS void colorJitter(InputArray src, OutputArray dst, const Vec2d& brightness=Vec2d(), const Vec2d& contrast=Vec2d(), const Vec2d& saturation=Vec2d(), const Vec2d& hue=Vec2d()); + + class CV_EXPORTS_W ColorJitter : public Transform { + public: + CV_WRAP explicit ColorJitter(const Vec2d& brightness=Vec2d(), const Vec2d& contrast=Vec2d(), const Vec2d& saturation=Vec2d(), const Vec2d& hue=Vec2d()); + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Vec2d brightness; + Vec2d contrast; + Vec2d saturation; + Vec2d hue; + }; + + CV_EXPORTS void randomRotation(InputArray src, OutputArray dst, const Vec2d& degrees, int interpolation=INTER_NEAREST, bool expand=false, const Point2f& center=Point2f(), int fill=0); + + class CV_EXPORTS_W RandomRotation : public Transform { + public: + CV_WRAP explicit RandomRotation(const Vec2d& degrees, int interpolation=INTER_NEAREST, bool expand=false, const Point2f& center=Point2f(), int fill=0); + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Vec2d degrees; + int interpolation; + bool expand; + Point2f center; + int fill; + }; + + class CV_EXPORTS_W GrayScale : public Transform { + public: + CV_WRAP explicit GrayScale(int num_channels=1); + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + int num_channels; + }; + + CV_EXPORTS void randomGrayScale(InputArray src, OutputArray dst, double p=0.1); + + class CV_EXPORTS_W RandomGrayScale : public Transform { + public: + CV_WRAP explicit RandomGrayScale(double p=0.1); + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + double p; + }; + + CV_EXPORTS void randomErasing(InputArray src, OutputArray dst, double p=0.5, const Vec2d& scale=Vec2d(0.02, 0.33), const Vec2d& ratio=Vec2d(0.3, 0.33), const Scalar& value=Scalar(0, 100, 100), bool inplace=false); + + class CV_EXPORTS_W RandomErasing : public Transform { + public: + CV_WRAP explicit RandomErasing(double p=0.5, const Vec2d& scale=Vec2d(0.02, 0.33), const Vec2d& ratio=Vec2d(0.3, 0.33), const Scalar& value=Scalar(0, 100, 100), bool inplace=false); + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + double p; + Vec2d scale; + Vec2d ratio; + Scalar value; + bool inplace; + }; + + // NOTE: After normalizing, data are represented as 32-bit float in range(0,1) + class CV_EXPORTS_W Normalize : public Transform { + public: + CV_WRAP explicit Normalize(const Scalar& mean=Scalar(0,0,0,0), const Scalar& std=Scalar(1,1,1,1)); + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Scalar mean; + Scalar std; + }; + + CV_EXPORTS void gaussianBlur(InputArray src, OutputArray dst, const Size& kernel_size, const Vec2f& sigma=Vec2f(0.1, 2.0)); + + class CV_EXPORTS_W GaussianBlurAug : public Transform { + public: + CV_WRAP explicit GaussianBlurAug(const Size& kernel_size, const Vec2f& sigma=Vec2f(0.1, 2.0)); + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Size kernel_size; + Vec2f sigma; + }; + + CV_EXPORTS void randomAffine(InputArray src, OutputArray dst, const Vec2f& degrees=Vec2f(0., 0.), const Vec2f& translations=Vec2f(0., 0.), const Vec2f& scales=Vec2f(1., 1.), const Vec4f& shears=Vec4f(0., 0., 0., 0.), int interpolation=INTER_NEAREST, const Scalar& fill=Scalar(), const Point2i& center=Point2i(-1, -1)); + + class CV_EXPORTS_W RandomAffine: public Transform{ + public: + CV_WRAP explicit RandomAffine(const Vec2f& degrees=Vec2f(0., 0.), const Vec2f& translations=Vec2f(0., 0.), const Vec2f& scales=Vec2f(1., 1.), const Vec4f& shears=Vec4f(0., 0., 0., 0.), int interpolation=INTER_NEAREST, const Scalar& fill=Scalar(), const Point2i& center=Point2i(-1, -1)); + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Vec2f degrees; + Vec2f translations; + Vec2f scales; + Vec4f shears; + int interpolation; + Scalar fill; + Point2i center; + + }; + } + + +} + +#endif diff --git a/modules/aug/include/opencv2/aug/transforms_det.hpp b/modules/aug/include/opencv2/aug/transforms_det.hpp new file mode 100644 index 00000000000..f8c8ca1dbec --- /dev/null +++ b/modules/aug/include/opencv2/aug/transforms_det.hpp @@ -0,0 +1,69 @@ +// +// Created by Chuyang Zhao on 2022/8/9. +// + +#ifndef OPENCV_TRANSFORMS_DET_HPP +#define OPENCV_TRANSFORMS_DET_HPP + +namespace cv{ + namespace imgaug{ + namespace det{ + class CV_EXPORTS_W Transform{ + public: + CV_WRAP virtual void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& target) const = 0; + CV_WRAP virtual ~Transform() = default; + }; + + class CV_EXPORTS_W Compose{ + public: + CV_WRAP explicit Compose(std::vector >& transforms); + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& target) const; + + std::vector > transforms; + }; + + class CV_EXPORTS_W RandomFlip: cv::imgaug::det::Transform{ + public: + CV_WRAP explicit RandomFlip(int flipCode=0, float p=0.5); + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& target) const; + void flipBoundingBox(std::vector& target, const Size& size) const; + + int flipCode; + float p; + }; + +// class CV_EXPORTS_W RandomCrop: cv::det::Transform{ +// public: +// CV_WRAP explicit RandomCrop(const Size& sz, const Vec4i& padding=Vec4i() , bool pad_if_need=false, const Scalar& fill=Scalar(), int padding_mode=BORDER_CONSTANT); +// CV_WRAP void call(InputArray src, OutputArray dst, std::vector& target) const; +// +// const Size sz; +// Vec4i padding; +// bool pad_if_need; +// Scalar fill; +// int padding_mode; +// }; + + class CV_EXPORTS_W Resize: cv::imgaug::det::Transform{ + public: + CV_WRAP explicit Resize(const Size& size, int interpolation=INTER_NEAREST); + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& target) const; + void resizeBoundingBox(std::vector& target, const Size& imgSize) const; + + const Size size; + int interpolation; + }; + + class CV_EXPORTS_W Convert: cv::imgaug::det::Transform{ + public: + CV_WRAP explicit Convert(int code); + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& target) const; + + int code; + }; + } + } + +} + +#endif //OPENCV_TRANSFORMS_DET_HPP diff --git a/modules/aug/misc/python/pyopencv_aug.hpp b/modules/aug/misc/python/pyopencv_aug.hpp new file mode 100644 index 00000000000..3fde9c33ca7 --- /dev/null +++ b/modules/aug/misc/python/pyopencv_aug.hpp @@ -0,0 +1,41 @@ +#ifdef HAVE_OPENCV_AUG +typedef std::vector > vector_Ptr_Transform; +typedef std::vector > vector_Ptr_imgaug_det_Transform; + +//template<> +//bool pyopencv_to(PyObject *o, std::vector > &value, const ArgInfo& info){ +// return pyopencv_to_generic_vec(o, value, info); +//} +template<> struct pyopencvVecConverter > +{ + static bool to(PyObject* obj, std::vector >& value, const ArgInfo& info) + { + return pyopencv_to_generic_vec(obj, value, info); + } + +}; + +template<> struct pyopencvVecConverter > +{ + static bool to(PyObject* obj, std::vector >& value, const ArgInfo& info) + { + return pyopencv_to_generic_vec(obj, value, info); + } + +}; + +template<> struct PyOpenCV_Converter +{ + static bool to(PyObject* obj, unsigned long long& value, const ArgInfo& info){ + if(!obj || obj == Py_None) + return true; + if(PyLong_Check(obj)){ + value = PyLong_AsUnsignedLongLong(obj); + }else{ + return false; + } + return value != (unsigned int)-1 || !PyErr_Occurred(); + } +}; + +#endif \ No newline at end of file diff --git a/modules/aug/samples/opencv_aug_demo.py b/modules/aug/samples/opencv_aug_demo.py new file mode 100644 index 00000000000..190ee2c3187 --- /dev/null +++ b/modules/aug/samples/opencv_aug_demo.py @@ -0,0 +1,51 @@ +import cv2 +import matplotlib.pyplot as plt + + +def random_crop(image): + transform = cv2.RandomCrop((300, 300)) + return transform.call(image) + + +def random_flip(image): + transform = cv2.RandomFlip(flipCode=1, p=0.8) + return transform.call(image) + + +def center_crop(image): + transform = cv2.CenterCrop(size=(100, 100)) + return transform.call(image) + + +def pad(image): + transform = cv2.Pad(padding=(10, 10, 10, 10)) + return transform.call(image) + + +def random_resized_crop(image): + transform = cv2.RandomResizedCrop(size=(100, 100)) + return transform.call(image) + + +def compose(image): + transform = cv2.Compose([ + cv2.RandomCrop((300, 300)), + cv2.RandomFlip(), + cv2.CenterCrop((100, 200)), + ]) + return transform.call(image) + + +def main(): + # read image + input_path = "../../../samples/data/corridor.jpg" + image = cv2.imread(input_path) + + image = compose(image) + + plt.imshow(image) + plt.show() + + +if __name__ == '__main__': + main() diff --git a/modules/aug/samples/train_cls_net.py b/modules/aug/samples/train_cls_net.py new file mode 100644 index 00000000000..be0f7c45b6f --- /dev/null +++ b/modules/aug/samples/train_cls_net.py @@ -0,0 +1,106 @@ +import os +import pandas as pd +import argparse +import torch +import cv2 +from PIL import Image +from torchvision import transforms +from torchvision.models import resnet18 +from torch.utils import data +import numpy as np +import time +import tqdm + + +class ImagenetteDataset(torch.utils.data.Dataset): + def __init__(self, root, df_data, mode='train', transform=None, backend='cv2'): + super(ImagenetteDataset, self).__init__() + assert mode in ['train', 'valid'] + assert backend in ['cv2', 'PIL'] + + self.root = root + self.transform = transform + self.backend = backend + labels = ['n01440764', 'n02102040', 'n02979186', 'n03000684', 'n03028079', 'n03394916', 'n03417042', 'n03425413', 'n03445777', 'n03888257'] + self.label_to_num = {v: k for k, v in enumerate(labels)} + + if mode == 'train': + self.df_data = df_data[df_data['is_valid'] == False][:256] + else: + self.df_data = df_data[df_data['is_valid'] == True] + + def __len__(self): + return len(self.df_data) + + def __getitem__(self, idx): + path = self.df_data.iloc[idx]['path'] + path = os.path.join(self.root, path) + image = self.get_image(path) + label = path.split('/')[-2] + label = self.label_to_num[label] + return image, label + + def get_image(self, path): + if self.backend == 'cv2': + image = cv2.imread(path) + if self.transform: + image = self.transform.call(image) + image = np.transpose(image, (2, 0, 1)) + return torch.tensor(image, dtype=torch.float) + if self.backend == 'PIL': + image = Image.open(path).convert('RGB') + if self.transform: + image = self.transform(image) + return image + + +def train(dataloader, model, num_epochs, criterion, optimizer): + start = time.time() + for epoch in range(num_epochs): + model.train() + + for inputs, targets in tqdm.tqdm(dataloader, total=len(dataloader)): + optimizer.zero_grad() + preds = model(inputs) + loss = criterion(preds, targets) + loss.backward() + optimizer.step() + + end = time.time() + print(end-start) + + +def main(): + root_dir = "imagenette2-320" + df_train = pd.read_csv(os.path.join(root_dir, "noisy_imagenette.csv")) + print('load %d records' % len(df_train)) + + ocv_transforms = cv2.Compose([ + cv2.RandomCrop((300, 300), (0,0,0,0)), + cv2.RandomFlip(), + cv2.Resize((500, 500)), + ]) + + pil_transforms = transforms.Compose([ + transforms.RandomCrop((300, 300)), + transforms.RandomHorizontalFlip(), + transforms.Resize((500, 500)), + transforms.ToTensor(), + ]) + + # train_set = ImagenetteDataset(root_dir, df_train, 'train', ocv_transforms, backend='cv2') + train_set = ImagenetteDataset(root_dir, df_train, 'train', pil_transforms, backend='PIL') + + train_loader = data.DataLoader(train_set, num_workers=0, batch_size=16, drop_last=True, shuffle=True) + model = resnet18(pretrained=True) + model.fc = torch.nn.Linear(in_features=512, out_features=10) + optimizer = torch.optim.Adam(model.parameters(), lr=3e-4) + criterion = torch.nn.CrossEntropyLoss() + + + + train(train_loader, model, 1, criterion, optimizer) + + +if __name__ == '__main__': + main() diff --git a/modules/aug/samples/train_det_net.py b/modules/aug/samples/train_det_net.py new file mode 100644 index 00000000000..05fec6d5b9f --- /dev/null +++ b/modules/aug/samples/train_det_net.py @@ -0,0 +1,201 @@ +import os +import time + +import numpy as np +import torch +from PIL import Image +import cv2 +import argparse +import transforms as T +import torchvision +from tqdm import tqdm + + +def get_args(): + parser = argparse.ArgumentParser() + parser.add_argument("--root", type=str, default="PennFudanPed") + parser.add_argument("--lr", type=float, default=3e-4) + parser.add_argument("--backend", type=str, default="cv2") + + return parser.parse_args() + + +class PennFudanDataset(torch.utils.data.Dataset): + def __init__(self, root, transforms=None, backend='cv2'): + assert backend in ['cv2', 'pil'] + self.backend = backend + self.root = root + self.transforms = transforms + # load all image files, sorting them to + # ensure that they are aligned + self.imgs = list(sorted(os.listdir(os.path.join(root, "PNGImages")))) + self.masks = list(sorted(os.listdir(os.path.join(root, "PedMasks")))) + + def _get_boxes(self, mask): + obj_ids = np.unique(mask) + # first id is the background, so remove it + obj_ids = obj_ids[1:] + + # split the color-encoded mask into a set + # of binary masks + masks = mask == obj_ids[:, None, None] + + # get bounding box coordinates for each mask + num_objs = len(obj_ids) + for i in range(num_objs): + pos = np.where(masks[i]) + xmin = np.min(pos[1]) + xmax = np.max(pos[1]) + ymin = np.min(pos[0]) + ymax = np.max(pos[0]) + yield xmin, ymin, xmax, ymax + + def __getitem__(self, idx): + # load images and masks + if self.backend == 'pil': + img_path = os.path.join(self.root, "PNGImages", self.imgs[idx]) + mask_path = os.path.join(self.root, "PedMasks", self.masks[idx]) + img = Image.open(img_path).convert("RGB") + # note that we haven't converted the mask to RGB, + # because each color corresponds to a different instance + # with 0 being background + mask = Image.open(mask_path) + mask = np.array(mask) + # convert the PIL Image into a numpy array + + boxes = [] + for x1, y1, x2, y2 in self._get_boxes(mask): + boxes.append([x1, y1, x2, y2]) + + num_objs = len(boxes) + # convert everything into a torch.Tensor + boxes = torch.as_tensor(boxes, dtype=torch.float32) + # there is only one class + labels = torch.ones((num_objs,), dtype=torch.int64) + image_id = torch.tensor([idx]) + + target = { + "boxes": boxes, + "labels": labels, + "image_id": image_id, + } + + if self.transforms is not None: + img, target = self.transforms(img, target) + + return img, target["boxes"], target["labels"] + + else: + img_path = os.path.join(self.root, "PNGImages", self.imgs[idx]) + mask_path = os.path.join(self.root, "PedMasks", self.masks[idx]) + img = cv2.imread(img_path) + img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) + # mask is array of size (H, W), all elements of array are integers + # background is 0, and each distinct person is represented as a distinct integer starting from 1 + # you can treat mask as grayscale image + mask = cv2.imread(mask_path, cv2.IMREAD_GRAYSCALE) + boxes = [] + for x1, y1, x2, y2 in self._get_boxes(mask): + # NOTE: in opencv, box is represented as (x, y, width, height) + boxes.append([x1, y1, x2-x1, y2-y1]) + num_objs = len(boxes) + labels = torch.ones((num_objs,), dtype=torch.int64) + + if self.transforms is not None: + img, boxes = self.transforms.call(img, boxes) + + # 1. transpose from (h, w, c) to (c, h, w) + # 2. normalize data into range 0-1 + # 3. convert from np.array to torch.tensor + img = torch.tensor(np.transpose(img, (2, 0, 1)), dtype=torch.float32) + boxes = [[x1, y1, x1+width, y1+height] for x1, y1, width, height in boxes] + boxes = torch.as_tensor(boxes, dtype=torch.float32) + + return img, boxes, labels + + def __len__(self): + return len(self.imgs) + + @staticmethod + def collate_fn(batch): + images = list() + boxes = list() + labels = list() + targets = list() + + for item in batch: + images.append(item[0]) + # boxes.append(item[1]) + # labels.append(item[2]) + target = {"boxes": item[1], "labels": item[2]} + targets.append(target) + + images = torch.stack(images, dim=0) + + return images, targets + + +def get_transforms(backend='cv2'): + if backend == 'cv2': + transforms = cv2.det.Compose([ + cv2.det.RandomFlip(), + cv2.det.Resize((500, 500)), + ]) + elif backend == 'pil': + transforms = T.Compose([ + T.RandomHorizontalFlip(0.5), + T.Resize((500, 500)), + T.PILToTensor(), + T.ConvertImageDtype(torch.float32), + ]) + return transforms + + +def train(num_epochs, device, model, dataloader, optimizer): + for epoch in range(num_epochs): + model.train() + for batch in tqdm(dataloader, total=len(dataloader)): + optimizer.zero_grad() + + images, targets = batch + images = images.to(device) + + outputs = model(images, targets) + losses = sum(outputs.values()) + + losses.backward() + optimizer.step() + + +def main(): + args = get_args() + + device = torch.device("cuda" if torch.cuda.is_available() else "cpu") + + transforms = get_transforms(args.backend) + dataset = PennFudanDataset(args.root, transforms=transforms, backend=args.backend) + + indices = torch.randperm(len(dataset)).tolist() + train_set = torch.utils.data.Subset(dataset, indices[:-50]) + test_set = torch.utils.data.Subset(dataset, indices[-50:]) + + train_loader = torch.utils.data.DataLoader(train_set, batch_size=4, shuffle=True, num_workers=0, collate_fn=PennFudanDataset.collate_fn) + train_loader = torch.utils.data.DataLoader(test_set, batch_size=4, shuffle=False, num_workers=0, collate_fn=PennFudanDataset.collate_fn) + + model = torchvision.models.detection.fasterrcnn_resnet50_fpn(weights="DEFAULT").to(device) + + parameters = model.parameters() + optimizer = torch.optim.AdamW(parameters, lr=args.lr) + start = time.time() + train(2, device, model, train_loader, optimizer) + end = time.time() + print(end-start) + + +if __name__ == '__main__': + main() + + + + + diff --git a/modules/aug/samples/transforms.py b/modules/aug/samples/transforms.py new file mode 100644 index 00000000000..305d580e5b5 --- /dev/null +++ b/modules/aug/samples/transforms.py @@ -0,0 +1,605 @@ +from typing import Dict, List, Optional, Tuple, Union + +import torch +import torchvision +from torch import nn, Tensor +from torchvision import ops +from torchvision.transforms import functional as F, InterpolationMode, transforms as T + + +def _flip_coco_person_keypoints(kps, width): + flip_inds = [0, 2, 1, 4, 3, 6, 5, 8, 7, 10, 9, 12, 11, 14, 13, 16, 15] + flipped_data = kps[:, flip_inds] + flipped_data[..., 0] = width - flipped_data[..., 0] + # Maintain COCO convention that if visibility == 0, then x, y = 0 + inds = flipped_data[..., 2] == 0 + flipped_data[inds] = 0 + return flipped_data + + +class Compose: + def __init__(self, transforms): + self.transforms = transforms + + def __call__(self, image, target): + for t in self.transforms: + image, target = t(image, target) + return image, target + + +class RandomHorizontalFlip(T.RandomHorizontalFlip): + def forward( + self, image: Tensor, target: Optional[Dict[str, Tensor]] = None + ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: + if torch.rand(1) < self.p: + image = F.hflip(image) + if target is not None: + _, _, width = F.get_dimensions(image) + target["boxes"][:, [0, 2]] = width - target["boxes"][:, [2, 0]] + if "masks" in target: + target["masks"] = target["masks"].flip(-1) + if "keypoints" in target: + keypoints = target["keypoints"] + keypoints = _flip_coco_person_keypoints(keypoints, width) + target["keypoints"] = keypoints + return image, target + + +class PILToTensor(nn.Module): + def forward( + self, image: Tensor, target: Optional[Dict[str, Tensor]] = None + ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: + image = F.pil_to_tensor(image) + return image, target + + +class ConvertImageDtype(nn.Module): + def __init__(self, dtype: torch.dtype) -> None: + super().__init__() + self.dtype = dtype + + def forward( + self, image: Tensor, target: Optional[Dict[str, Tensor]] = None + ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: + image = F.convert_image_dtype(image, self.dtype) + return image, target + + +class RandomIoUCrop(nn.Module): + def __init__( + self, + min_scale: float = 0.3, + max_scale: float = 1.0, + min_aspect_ratio: float = 0.5, + max_aspect_ratio: float = 2.0, + sampler_options: Optional[List[float]] = None, + trials: int = 40, + ): + super().__init__() + # Configuration similar to https://github.com/weiliu89/caffe/blob/ssd/examples/ssd/ssd_coco.py#L89-L174 + self.min_scale = min_scale + self.max_scale = max_scale + self.min_aspect_ratio = min_aspect_ratio + self.max_aspect_ratio = max_aspect_ratio + if sampler_options is None: + sampler_options = [0.0, 0.1, 0.3, 0.5, 0.7, 0.9, 1.0] + self.options = sampler_options + self.trials = trials + + def forward( + self, image: Tensor, target: Optional[Dict[str, Tensor]] = None + ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: + if target is None: + raise ValueError("The targets can't be None for this transform.") + + if isinstance(image, torch.Tensor): + if image.ndimension() not in {2, 3}: + raise ValueError(f"image should be 2/3 dimensional. Got {image.ndimension()} dimensions.") + elif image.ndimension() == 2: + image = image.unsqueeze(0) + + _, orig_h, orig_w = F.get_dimensions(image) + + while True: + # sample an option + idx = int(torch.randint(low=0, high=len(self.options), size=(1,))) + min_jaccard_overlap = self.options[idx] + if min_jaccard_overlap >= 1.0: # a value larger than 1 encodes the leave as-is option + return image, target + + for _ in range(self.trials): + # check the aspect ratio limitations + r = self.min_scale + (self.max_scale - self.min_scale) * torch.rand(2) + new_w = int(orig_w * r[0]) + new_h = int(orig_h * r[1]) + aspect_ratio = new_w / new_h + if not (self.min_aspect_ratio <= aspect_ratio <= self.max_aspect_ratio): + continue + + # check for 0 area crops + r = torch.rand(2) + left = int((orig_w - new_w) * r[0]) + top = int((orig_h - new_h) * r[1]) + right = left + new_w + bottom = top + new_h + if left == right or top == bottom: + continue + + # check for any valid boxes with centers within the crop area + cx = 0.5 * (target["boxes"][:, 0] + target["boxes"][:, 2]) + cy = 0.5 * (target["boxes"][:, 1] + target["boxes"][:, 3]) + is_within_crop_area = (left < cx) & (cx < right) & (top < cy) & (cy < bottom) + if not is_within_crop_area.any(): + continue + + # check at least 1 box with jaccard limitations + boxes = target["boxes"][is_within_crop_area] + ious = torchvision.ops.boxes.box_iou( + boxes, torch.tensor([[left, top, right, bottom]], dtype=boxes.dtype, device=boxes.device) + ) + if ious.max() < min_jaccard_overlap: + continue + + # keep only valid boxes and perform cropping + target["boxes"] = boxes + target["labels"] = target["labels"][is_within_crop_area] + target["boxes"][:, 0::2] -= left + target["boxes"][:, 1::2] -= top + target["boxes"][:, 0::2].clamp_(min=0, max=new_w) + target["boxes"][:, 1::2].clamp_(min=0, max=new_h) + image = F.crop(image, top, left, new_h, new_w) + + return image, target + + +class Resize(nn.Module): + def __init__(self, dims=(300, 300)): + super().__init__() + self.dims = dims + + def forward(self, image: Tensor, target: Optional[Dict[str, Tensor]] = None): + new_image = F.resize(image, self.dims) + old_dims = torch.FloatTensor([image.width, image.height, image.width, image.height]).unsqueeze(0) + target['boxes'] = target['boxes'] / old_dims # percent coordinates + return new_image, target + + +class RandomZoomOut(nn.Module): + def __init__( + self, fill: Optional[List[float]] = None, side_range: Tuple[float, float] = (1.0, 4.0), p: float = 0.5 + ): + super().__init__() + if fill is None: + fill = [0.0, 0.0, 0.0] + self.fill = fill + self.side_range = side_range + if side_range[0] < 1.0 or side_range[0] > side_range[1]: + raise ValueError(f"Invalid canvas side range provided {side_range}.") + self.p = p + + @torch.jit.unused + def _get_fill_value(self, is_pil): + # type: (bool) -> int + # We fake the type to make it work on JIT + return tuple(int(x) for x in self.fill) if is_pil else 0 + + def forward( + self, image: Tensor, target: Optional[Dict[str, Tensor]] = None + ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: + if isinstance(image, torch.Tensor): + if image.ndimension() not in {2, 3}: + raise ValueError(f"image should be 2/3 dimensional. Got {image.ndimension()} dimensions.") + elif image.ndimension() == 2: + image = image.unsqueeze(0) + + if torch.rand(1) >= self.p: + return image, target + + _, orig_h, orig_w = F.get_dimensions(image) + + r = self.side_range[0] + torch.rand(1) * (self.side_range[1] - self.side_range[0]) + canvas_width = int(orig_w * r) + canvas_height = int(orig_h * r) + + r = torch.rand(2) + left = int((canvas_width - orig_w) * r[0]) + top = int((canvas_height - orig_h) * r[1]) + right = canvas_width - (left + orig_w) + bottom = canvas_height - (top + orig_h) + + if torch.jit.is_scripting(): + fill = 0 + else: + fill = self._get_fill_value(F._is_pil_image(image)) + + image = F.pad(image, [left, top, right, bottom], fill=fill) + if isinstance(image, torch.Tensor): + # PyTorch's pad supports only integers on fill. So we need to overwrite the colour + v = torch.tensor(self.fill, device=image.device, dtype=image.dtype).view(-1, 1, 1) + image[..., :top, :] = image[..., :, :left] = image[..., (top + orig_h) :, :] = image[ + ..., :, (left + orig_w) : + ] = v + + if target is not None: + target["boxes"][:, 0::2] += left + target["boxes"][:, 1::2] += top + + return image, target + + +class RandomPhotometricDistort(nn.Module): + def __init__( + self, + contrast: Tuple[float] = (0.5, 1.5), + saturation: Tuple[float] = (0.5, 1.5), + hue: Tuple[float] = (-0.05, 0.05), + brightness: Tuple[float] = (0.875, 1.125), + p: float = 0.5, + ): + super().__init__() + self._brightness = T.ColorJitter(brightness=brightness) + self._contrast = T.ColorJitter(contrast=contrast) + self._hue = T.ColorJitter(hue=hue) + self._saturation = T.ColorJitter(saturation=saturation) + self.p = p + + def forward( + self, image: Tensor, target: Optional[Dict[str, Tensor]] = None + ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: + if isinstance(image, torch.Tensor): + if image.ndimension() not in {2, 3}: + raise ValueError(f"image should be 2/3 dimensional. Got {image.ndimension()} dimensions.") + elif image.ndimension() == 2: + image = image.unsqueeze(0) + + r = torch.rand(7) + + if r[0] < self.p: + image = self._brightness(image) + + contrast_before = r[1] < 0.5 + if contrast_before: + if r[2] < self.p: + image = self._contrast(image) + + if r[3] < self.p: + image = self._saturation(image) + + if r[4] < self.p: + image = self._hue(image) + + if not contrast_before: + if r[5] < self.p: + image = self._contrast(image) + + if r[6] < self.p: + channels, _, _ = F.get_dimensions(image) + permutation = torch.randperm(channels) + + is_pil = F._is_pil_image(image) + if is_pil: + image = F.pil_to_tensor(image) + image = F.convert_image_dtype(image) + image = image[..., permutation, :, :] + if is_pil: + image = F.to_pil_image(image) + + return image, target + + +class ScaleJitter(nn.Module): + """Randomly resizes the image and its bounding boxes within the specified scale range. + The class implements the Scale Jitter augmentation as described in the paper + `"Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation" `_. + + Args: + target_size (tuple of ints): The target size for the transform provided in (height, weight) format. + scale_range (tuple of ints): scaling factor interval, e.g (a, b), then scale is randomly sampled from the + range a <= scale <= b. + interpolation (InterpolationMode): Desired interpolation enum defined by + :class:`torchvision.transforms.InterpolationMode`. Default is ``InterpolationMode.BILINEAR``. + """ + + def __init__( + self, + target_size: Tuple[int, int], + scale_range: Tuple[float, float] = (0.1, 2.0), + interpolation: InterpolationMode = InterpolationMode.BILINEAR, + ): + super().__init__() + self.target_size = target_size + self.scale_range = scale_range + self.interpolation = interpolation + + def forward( + self, image: Tensor, target: Optional[Dict[str, Tensor]] = None + ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: + if isinstance(image, torch.Tensor): + if image.ndimension() not in {2, 3}: + raise ValueError(f"image should be 2/3 dimensional. Got {image.ndimension()} dimensions.") + elif image.ndimension() == 2: + image = image.unsqueeze(0) + + _, orig_height, orig_width = F.get_dimensions(image) + + scale = self.scale_range[0] + torch.rand(1) * (self.scale_range[1] - self.scale_range[0]) + r = min(self.target_size[1] / orig_height, self.target_size[0] / orig_width) * scale + new_width = int(orig_width * r) + new_height = int(orig_height * r) + + image = F.resize(image, [new_height, new_width], interpolation=self.interpolation) + + if target is not None: + target["boxes"][:, 0::2] *= new_width / orig_width + target["boxes"][:, 1::2] *= new_height / orig_height + if "masks" in target: + target["masks"] = F.resize( + target["masks"], [new_height, new_width], interpolation=InterpolationMode.NEAREST + ) + + return image, target + + +class FixedSizeCrop(nn.Module): + def __init__(self, size, fill=0, padding_mode="constant"): + super().__init__() + size = tuple(T._setup_size(size, error_msg="Please provide only two dimensions (h, w) for size.")) + self.crop_height = size[0] + self.crop_width = size[1] + self.fill = fill # TODO: Fill is currently respected only on PIL. Apply tensor patch. + self.padding_mode = padding_mode + + def _pad(self, img, target, padding): + # Taken from the functional_tensor.py pad + if isinstance(padding, int): + pad_left = pad_right = pad_top = pad_bottom = padding + elif len(padding) == 1: + pad_left = pad_right = pad_top = pad_bottom = padding[0] + elif len(padding) == 2: + pad_left = pad_right = padding[0] + pad_top = pad_bottom = padding[1] + else: + pad_left = padding[0] + pad_top = padding[1] + pad_right = padding[2] + pad_bottom = padding[3] + + padding = [pad_left, pad_top, pad_right, pad_bottom] + img = F.pad(img, padding, self.fill, self.padding_mode) + if target is not None: + target["boxes"][:, 0::2] += pad_left + target["boxes"][:, 1::2] += pad_top + if "masks" in target: + target["masks"] = F.pad(target["masks"], padding, 0, "constant") + + return img, target + + def _crop(self, img, target, top, left, height, width): + img = F.crop(img, top, left, height, width) + if target is not None: + boxes = target["boxes"] + boxes[:, 0::2] -= left + boxes[:, 1::2] -= top + boxes[:, 0::2].clamp_(min=0, max=width) + boxes[:, 1::2].clamp_(min=0, max=height) + + is_valid = (boxes[:, 0] < boxes[:, 2]) & (boxes[:, 1] < boxes[:, 3]) + + target["boxes"] = boxes[is_valid] + target["labels"] = target["labels"][is_valid] + if "masks" in target: + target["masks"] = F.crop(target["masks"][is_valid], top, left, height, width) + + return img, target + + def forward(self, img, target=None): + _, height, width = F.get_dimensions(img) + new_height = min(height, self.crop_height) + new_width = min(width, self.crop_width) + + if new_height != height or new_width != width: + offset_height = max(height - self.crop_height, 0) + offset_width = max(width - self.crop_width, 0) + + r = torch.rand(1) + top = int(offset_height * r) + left = int(offset_width * r) + + img, target = self._crop(img, target, top, left, new_height, new_width) + + pad_bottom = max(self.crop_height - new_height, 0) + pad_right = max(self.crop_width - new_width, 0) + if pad_bottom != 0 or pad_right != 0: + img, target = self._pad(img, target, [0, 0, pad_right, pad_bottom]) + + return img, target + + +class RandomShortestSize(nn.Module): + def __init__( + self, + min_size: Union[List[int], Tuple[int], int], + max_size: int, + interpolation: InterpolationMode = InterpolationMode.BILINEAR, + ): + super().__init__() + self.min_size = [min_size] if isinstance(min_size, int) else list(min_size) + self.max_size = max_size + self.interpolation = interpolation + + def forward( + self, image: Tensor, target: Optional[Dict[str, Tensor]] = None + ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: + _, orig_height, orig_width = F.get_dimensions(image) + + min_size = self.min_size[torch.randint(len(self.min_size), (1,)).item()] + r = min(min_size / min(orig_height, orig_width), self.max_size / max(orig_height, orig_width)) + + new_width = int(orig_width * r) + new_height = int(orig_height * r) + + image = F.resize(image, [new_height, new_width], interpolation=self.interpolation) + + if target is not None: + target["boxes"][:, 0::2] *= new_width / orig_width + target["boxes"][:, 1::2] *= new_height / orig_height + if "masks" in target: + target["masks"] = F.resize( + target["masks"], [new_height, new_width], interpolation=InterpolationMode.NEAREST + ) + + return image, target + + +def _copy_paste( + image: torch.Tensor, + target: Dict[str, Tensor], + paste_image: torch.Tensor, + paste_target: Dict[str, Tensor], + blending: bool = True, + resize_interpolation: F.InterpolationMode = F.InterpolationMode.BILINEAR, +) -> Tuple[torch.Tensor, Dict[str, Tensor]]: + + # Random paste targets selection: + num_masks = len(paste_target["masks"]) + + if num_masks < 1: + # Such degerante case with num_masks=0 can happen with LSJ + # Let's just return (image, target) + return image, target + + # We have to please torch script by explicitly specifying dtype as torch.long + random_selection = torch.randint(0, num_masks, (num_masks,), device=paste_image.device) + random_selection = torch.unique(random_selection).to(torch.long) + + paste_masks = paste_target["masks"][random_selection] + paste_boxes = paste_target["boxes"][random_selection] + paste_labels = paste_target["labels"][random_selection] + + masks = target["masks"] + + # We resize source and paste data if they have different sizes + # This is something we introduced here as originally the algorithm works + # on equal-sized data (for example, coming from LSJ data augmentations) + size1 = image.shape[-2:] + size2 = paste_image.shape[-2:] + if size1 != size2: + paste_image = F.resize(paste_image, size1, interpolation=resize_interpolation) + paste_masks = F.resize(paste_masks, size1, interpolation=F.InterpolationMode.NEAREST) + # resize bboxes: + ratios = torch.tensor((size1[1] / size2[1], size1[0] / size2[0]), device=paste_boxes.device) + paste_boxes = paste_boxes.view(-1, 2, 2).mul(ratios).view(paste_boxes.shape) + + paste_alpha_mask = paste_masks.sum(dim=0) > 0 + + if blending: + paste_alpha_mask = F.gaussian_blur( + paste_alpha_mask.unsqueeze(0), + kernel_size=(5, 5), + sigma=[ + 2.0, + ], + ) + + # Copy-paste images: + image = (image * (~paste_alpha_mask)) + (paste_image * paste_alpha_mask) + + # Copy-paste masks: + masks = masks * (~paste_alpha_mask) + non_all_zero_masks = masks.sum((-1, -2)) > 0 + masks = masks[non_all_zero_masks] + + # Do a shallow copy of the target dict + out_target = {k: v for k, v in target.items()} + + out_target["masks"] = torch.cat([masks, paste_masks]) + + # Copy-paste boxes and labels + boxes = ops.masks_to_boxes(masks) + out_target["boxes"] = torch.cat([boxes, paste_boxes]) + + labels = target["labels"][non_all_zero_masks] + out_target["labels"] = torch.cat([labels, paste_labels]) + + # Update additional optional keys: area and iscrowd if exist + if "area" in target: + out_target["area"] = out_target["masks"].sum((-1, -2)).to(torch.float32) + + if "iscrowd" in target and "iscrowd" in paste_target: + # target['iscrowd'] size can be differ from mask size (non_all_zero_masks) + # For example, if previous transforms geometrically modifies masks/boxes/labels but + # does not update "iscrowd" + if len(target["iscrowd"]) == len(non_all_zero_masks): + iscrowd = target["iscrowd"][non_all_zero_masks] + paste_iscrowd = paste_target["iscrowd"][random_selection] + out_target["iscrowd"] = torch.cat([iscrowd, paste_iscrowd]) + + # Check for degenerated boxes and remove them + boxes = out_target["boxes"] + degenerate_boxes = boxes[:, 2:] <= boxes[:, :2] + if degenerate_boxes.any(): + valid_targets = ~degenerate_boxes.any(dim=1) + + out_target["boxes"] = boxes[valid_targets] + out_target["masks"] = out_target["masks"][valid_targets] + out_target["labels"] = out_target["labels"][valid_targets] + + if "area" in out_target: + out_target["area"] = out_target["area"][valid_targets] + if "iscrowd" in out_target and len(out_target["iscrowd"]) == len(valid_targets): + out_target["iscrowd"] = out_target["iscrowd"][valid_targets] + + return image, out_target + + +class SimpleCopyPaste(torch.nn.Module): + def __init__(self, blending=True, resize_interpolation=F.InterpolationMode.BILINEAR): + super().__init__() + self.resize_interpolation = resize_interpolation + self.blending = blending + + def forward( + self, images: List[torch.Tensor], targets: List[Dict[str, Tensor]] + ) -> Tuple[List[torch.Tensor], List[Dict[str, Tensor]]]: + torch._assert( + isinstance(images, (list, tuple)) and all([isinstance(v, torch.Tensor) for v in images]), + "images should be a list of tensors", + ) + torch._assert( + isinstance(targets, (list, tuple)) and len(images) == len(targets), + "targets should be a list of the same size as images", + ) + for target in targets: + # Can not check for instance type dict with inside torch.jit.script + # torch._assert(isinstance(target, dict), "targets item should be a dict") + for k in ["masks", "boxes", "labels"]: + torch._assert(k in target, f"Key {k} should be present in targets") + torch._assert(isinstance(target[k], torch.Tensor), f"Value for the key {k} should be a tensor") + + # images = [t1, t2, ..., tN] + # Let's define paste_images as shifted list of input images + # paste_images = [t2, t3, ..., tN, t1] + # FYI: in TF they mix data on the dataset level + images_rolled = images[-1:] + images[:-1] + targets_rolled = targets[-1:] + targets[:-1] + + output_images: List[torch.Tensor] = [] + output_targets: List[Dict[str, Tensor]] = [] + + for image, target, paste_image, paste_target in zip(images, targets, images_rolled, targets_rolled): + output_image, output_data = _copy_paste( + image, + target, + paste_image, + paste_target, + blending=self.blending, + resize_interpolation=self.resize_interpolation, + ) + output_images.append(output_image) + output_targets.append(output_data) + + return output_images, output_targets + + def __repr__(self) -> str: + s = f"{self.__class__.__name__}(blending={self.blending}, resize_interpolation={self.resize_interpolation})" + return s \ No newline at end of file diff --git a/modules/aug/src/precomp.hpp b/modules/aug/src/precomp.hpp new file mode 100644 index 00000000000..b50cc47ea6e --- /dev/null +++ b/modules/aug/src/precomp.hpp @@ -0,0 +1,10 @@ +#ifndef OPENCV_AUG_PRECOMP_H +#define OPENCV_AUG_PRECOMP_H + +#include "opencv2/aug.hpp" +#include +#include +#include +#include + +#endif diff --git a/modules/aug/src/rng.cpp b/modules/aug/src/rng.cpp new file mode 100644 index 00000000000..9be2ea57e02 --- /dev/null +++ b/modules/aug/src/rng.cpp @@ -0,0 +1,12 @@ +#include "precomp.hpp" + +namespace cv{ + namespace imgaug{ + uint64 state = getTickCount(); + RNG rng(state); + + void setSeed(uint64 seed){ + rng.state = seed; + } + } +} \ No newline at end of file diff --git a/modules/aug/src/transforms.cpp b/modules/aug/src/transforms.cpp new file mode 100644 index 00000000000..14e7e233a63 --- /dev/null +++ b/modules/aug/src/transforms.cpp @@ -0,0 +1,585 @@ +#include "precomp.hpp" +#include +#include + +namespace cv{ + namespace imgaug{ + extern RNG rng; + + static void getRandomCropParams(int h, int w, int th, int tw, int* x, int* y); + static void getRandomResizedCropParams(int height, int width, const Vec2d& scale, const Vec2d& ratio, Rect& rect); + static void getRandomErasingCropParams(int height, int width, const Vec2d& scale, const Vec2d& ratio, Rect& rect); + static void getRandomAffineParams(const Size& size, const Vec2f& degrees, const Vec2f& translations, const Vec2f& scales, const Vec4f& shears, float* angle, float* translation_x, float* translation_y, float* scale, float* shear_x, float* shear_y); + static void getAffineMatrix(Mat mat, float angle, float tx, float ty, float scale, float shear_x, float shear_y, int cx, int cy); + + // NOTE: cv::randomCrop or randomCrop? + void randomCrop(InputArray _src, OutputArray _dst, const Size& sz, const Vec4i& padding, bool pad_if_need, int fill, int padding_mode){ + // FIXME: whether the size of src should be (src.cols+left+right, src.rows+top+bottom) + + Mat src = _src.getMat(); + + if(padding != Vec4i()){ + copyMakeBorder(src, src, padding[0], padding[1], padding[2], padding[3], padding_mode, fill); + } + + // NOTE: make sure src.rows == src.size().height and src.cols = src.size().width + // pad the height if needed + if(pad_if_need && src.rows < sz.height){ + Vec4i _padding = {sz.height - src.rows, sz.height - src.rows, 0, 0}; + copyMakeBorder(src, src, _padding[0], _padding[1], _padding[2], _padding[3], padding_mode, fill); + } + // pad the width if needed + if(pad_if_need && src.cols < sz.width){ + Vec4i _padding = {0, 0, sz.width - src.cols, sz.width - src.cols}; + copyMakeBorder(src, src, _padding[0], _padding[1], _padding[2], _padding[3], padding_mode, fill); + } + + int x, y; + getRandomCropParams(src.rows, src.cols, sz.height, sz.width, &x, &y); + // FIXME: for test only + std::cout << x << " " << y << std::endl; + Mat RoI(src, Rect(x, y, sz.width, sz.height)); + RoI.copyTo(_dst); + // inplace operation + // NOTE: inplace operation not works in converting from python to numpy +// _dst.move(RoI); + } + +// CV_EXPORTS_W void randomCropV1(InputOutputArray _src, const Size& sz, const Vec4i& padding, bool pad_if_need, int fill, int padding_mode){ +// Mat src = _src.getMat(); +// +// if(padding != Vec4i()){ +// copyMakeBorder(src, src, padding[0], padding[1], padding[2], padding[3], padding_mode, fill); +// } +// +// // NOTE: make sure src.rows == src.size().height and src.cols = src.size().width +// // pad the height if needed +// if(pad_if_need && src.rows < sz.height){ +// Vec4i _padding = {sz.height - src.rows, sz.height - src.rows, 0, 0}; +// copyMakeBorder(src, src, _padding[0], _padding[1], _padding[2], _padding[3], padding_mode, fill); +// } +// // pad the width if needed +// if(pad_if_need && src.cols < sz.width){ +// Vec4i _padding = {0, 0, sz.width - src.cols, sz.width - src.cols}; +// copyMakeBorder(src, src, _padding[0], _padding[1], _padding[2], _padding[3], padding_mode, fill); +// } +// +// int x, y; +// getRandomCropParams(src.rows, src.cols, sz.height, sz.width, &x, &y); +// Mat cropped(src, Rect(x, y, sz.width, sz.height)); +// (*(Mat*)_src.getObj()) = cropped; +// } + + static void getRandomCropParams(int h, int w, int th, int tw, int* x, int* y){ + if(h+1 < th || w+1 < tw){ + CV_Error( Error::StsBadSize, "The cropped size is larger than the image size" ); + } + if(h == th && w == tw){ + (*x) = 0; + (*y) = 0; + return; + } +// time_t t; +// srand((unsigned)time(&t)); +// (*x) = static_cast (rand() / static_cast (RAND_MAX) * (w-tw+1)); +// (*y) = static_cast (rand()/ static_cast (RAND_MAX) * (h-th+1)); +// RNG rng = RNG(getTickCount()); + (*x) = rng.uniform(0, w-tw+1); + (*y) = rng.uniform(0, h-th+1); + + } + + RandomCrop::RandomCrop(const Size& sz, const Vec4i& padding, bool pad_if_need, int fill, int padding_mode): + sz (sz), + padding (padding), + pad_if_need (pad_if_need), + fill (fill), + padding_mode (padding_mode){}; + + void RandomCrop::call(InputArray src, OutputArray dst) const{ + randomCrop(src, dst, sz, padding, pad_if_need, fill, padding_mode); + } + + void randomFlip(InputArray _src, OutputArray _dst, int flipCode, double p){ + /* + * flipCode: + * 0 is vertical flip + * 1 is horizontal flip + * -1 is flip bott horizontally and vertically + */ + + // initialize RNG with seed of current tick count +// RNG rng = RNG(getTickCount()); + bool flag = rng.uniform(0., 1.) < p; + + Mat src = _src.getMat(); +// _dst.create(src.size(), src.type()); +// Mat dst = _dst.getMat(); + if(!flag){ +// src.copyTo(dst); + _dst.move(src); + return; + } + flip(src, src, flipCode); + _dst.move(src); + } + + RandomFlip::RandomFlip(int flipCode, double p): + flipCode(flipCode), + p(p){}; + + void RandomFlip::call(InputArray src, OutputArray dst) const{ + randomFlip(src, dst); + } + + Compose::Compose(std::vector >& transforms): + transforms(transforms){}; + + void Compose::call(InputArray _src, OutputArray _dst) const{ + Mat src = _src.getMat(); + + for(auto it = transforms.begin(); it != transforms.end(); ++it){ + (*it)->call(src, src); + } + src.copyTo(_dst); + } + + Resize::Resize(const Size& sz, int interpolation): + sz(sz), + interpolation(interpolation){}; + + void Resize::call(InputArray src, OutputArray dst) const{ + resize(src, dst, sz, 0, 0, interpolation); + } + + // size: (width, height) + void centerCrop(InputArray _src, OutputArray _dst, const Size& size) { + Mat src = _src.getMat(); + Mat padded(src); + // pad the input image if needed + if (size.width > src.cols || size.height > src.rows) { + int top = size.height - src.rows > 0 ? static_cast((size.height - src.rows) / 2) : 0; + int bottom = size.height - src.rows > 0 ? static_cast((size.height - src.rows) / 2) : 0; + int left = size.width - src.cols > 0 ? static_cast((size.width - src.cols) / 2) : 0; + int right = size.width - src.cols > 0 ? static_cast((size.width - src.cols) / 2) : 0; + + // fill with value 0 + copyMakeBorder(src, padded, top, bottom, left, right, BORDER_CONSTANT, 0); + } + + int x = static_cast((padded.cols - size.width) / 2); + int y = static_cast((padded.rows - size.height) / 2); + + Mat cropped(padded, Rect(x, y, size.width, size.height)); + _dst.move(cropped); +// _dst.create(size, src.type()); +// Mat dst = _dst.getMat(); + // Ensure the size of the cropped image is the same as the size of the dst +// CV_Assert(cropped.size() == dst.size() && cropped.type() == dst.type()); +// cropped.copyTo(dst); + + + } + + CenterCrop::CenterCrop(const Size& size) : + size(size) {}; + + void CenterCrop::call(InputArray src, OutputArray dst) const { + centerCrop(src, dst, size); + } + + Pad::Pad(const Vec4i& padding, const Scalar& fill, int padding_mode) : + padding(padding), + fill(fill), + padding_mode(padding_mode) {}; + + void Pad::call(InputArray src, OutputArray dst) const { + copyMakeBorder(src, dst, padding[0], padding[1], padding[2], padding[3], padding_mode, fill); + } + + void randomResizedCrop(InputArray _src, OutputArray _dst, const Size& size, const Vec2d& scale, const Vec2d& ratio, int interpolation) { + // Ensure scale range and ratio range are valid + CV_Assert(scale[0] <= scale[1] && ratio[0] <= ratio[1]); + + Mat src = _src.getMat(); + + Rect crop_rect; + getRandomResizedCropParams(src.rows, src.cols, scale, ratio, crop_rect); + Mat cropped(src, Rect(crop_rect)); + resize(cropped, _dst, size, 0.0, 0.0, interpolation); + } + + static void getRandomResizedCropParams(int height, int width, const Vec2d& scale, const Vec2d& ratio, Rect& rect) { + int area = height * width; + + // initialize random value generator +// RNG rng = RNG(getTickCount()); + + for (int i = 0; i < 10; i++) { + double target_area = rng.uniform(scale[0], scale[1]) * area; + double aspect_ratio = rng.uniform(ratio[0], ratio[1]); + + int w = static_cast(round(sqrt(target_area * aspect_ratio))); + int h = static_cast(round(sqrt(target_area / aspect_ratio))); + + if (w > 0 && w <= width && h > 0 && h <= height) { + rect.x = rng.uniform(0, width - w + 1); + rect.y = rng.uniform(0, height - h + 1); + rect.width = w; + rect.height = h; + return; + } + } + + // Center Crop + double in_ratio = static_cast(width) / height; + if (in_ratio < ratio[0]) { + rect.width = width; + rect.height = static_cast (round(width / ratio[0])); + } + else if (in_ratio > ratio[1]) { + rect.height = height; + rect.width = static_cast (round(height * ratio[1])); + } + else { + rect.width = width; + rect.height = height; + } + rect.x = (width - rect.width) / 2; + rect.y = (height - rect.height) / 2; + + } + + RandomResizedCrop::RandomResizedCrop(const Size& size, const Vec2d& scale, const Vec2d& ratio, int interpolation) : + size(size), + scale(scale), + ratio(ratio), + interpolation(interpolation) {}; + + void RandomResizedCrop::call(InputArray src, OutputArray dst) const{ + randomResizedCrop(src, dst, size, scale, ratio, interpolation); + } + + void colorJitter(InputArray _src, OutputArray _dst, const Vec2d& brightness, const Vec2d& contrast, const Vec2d& saturation, const Vec2d& hue){ + // TODO: check input values +// RNG rng = RNG(getTickCount()); + + Mat src = _src.getMat(); + + double brightness_factor, contrast_factor, saturation_factor, hue_factor; + + if(brightness != Vec2d()) + brightness_factor = rng.uniform(brightness[0], brightness[1]); + if(contrast != Vec2d()) + contrast_factor = rng.uniform(contrast[0], contrast[1]); + if(saturation != Vec2d()) + saturation_factor = rng.uniform(saturation[0], saturation[1]); + if(hue != Vec2d()) + hue_factor = rng.uniform(hue[0], hue[1]); + + int order[4] = {1,2,3,4}; + std::random_shuffle(order, order+4); + + for(int i : order){ + if(i == 1 && brightness != Vec2d()) + adjust_brightness(src, brightness_factor); + if(i == 2 && contrast != Vec2d()) + adjust_contrast(src, contrast_factor); + if(i == 3 && saturation != Vec2d()) + adjust_saturation(src, saturation_factor); + if(i == 4 && hue != Vec2d()) + adjust_hue(src, hue_factor); + } + + _dst.move(src); + } + + ColorJitter::ColorJitter(const Vec2d &brightness, const Vec2d &contrast, const Vec2d &saturation, + const Vec2d &hue): + brightness(brightness), + contrast(contrast), + saturation(saturation), + hue(hue){}; + + void ColorJitter::call(InputArray src, OutputArray dst) const{ + colorJitter(src, dst, brightness, contrast, saturation, hue); + } + + void randomRotation(InputArray _src, OutputArray _dst, const Vec2d& degrees, int interpolation, bool expand, const Point2f& center, int fill){ + Mat src = _src.getMat(); +// RNG rng = RNG(getTickCount()); + // TODO: check the validation of degrees + double angle = rng.uniform(degrees[0], degrees[1]); + + Point2f pt(src.cols/2., src.rows/2.); + if(center == Point2f()) pt = center; + Mat r = getRotationMatrix2D(pt, angle, 1.0); + // TODO: auto expand dst size to fit the rotated image + warpAffine(src, _dst, r, Size(src.cols, src.rows), interpolation, BORDER_CONSTANT, fill); + } + + RandomRotation::RandomRotation(const Vec2d& degrees, int interpolation, bool expand, const Point2f& center, int fill): + degrees(degrees), + interpolation(interpolation), + expand(expand), + center(center), + fill(fill){}; + + void RandomRotation::call(InputArray src, OutputArray dst) const{ + randomRotation(src, dst, degrees, interpolation, expand, center, fill); + } + + void grayScale(InputArray _src, OutputArray _dst, int num_channels){ + Mat src = _src.getMat(); + cvtColor(src, src, COLOR_BGR2GRAY); + + if(num_channels == 1){ + _dst.move(src); + return; + } + Mat channels[3] = {src, src, src}; + merge(channels, 3, _dst); + } + + GrayScale::GrayScale(int num_channels): + num_channels(num_channels){}; + + void GrayScale::call(InputArray _src, OutputArray _dst) const{ + grayScale(_src, _dst, num_channels); + } + + void randomGrayScale(InputArray _src, OutputArray _dst, double p){ +// RNG rng = RNG(getTickCount()); + if(rng.uniform(0.0, 1.0) < p){ + grayScale(_src, _dst, _src.channels()); + return; + } + Mat src = _src.getMat(); + _dst.move(src); + } + + RandomGrayScale::RandomGrayScale(double p): + p(p){}; + + void RandomGrayScale::call(InputArray src, OutputArray dst) const{ + randomGrayScale(src, dst); + } + + void randomErasing(InputArray _src, OutputArray _dst, double p, const Vec2d& scale, const Vec2d& ratio, const Scalar& value, bool inplace){ + // TODO: check the range of input values + // TODO: currently inplace takes no effect +// RNG rng = RNG(getTickCount()); + Mat src = _src.getMat(); + if(rng.uniform(0., 1.) >= p){ + _dst.move(src); + return; + } + + Rect roi; + getRandomErasingCropParams(src.rows, src.cols, scale, ratio, roi); + + Mat erased(src, roi); + + int rows = erased.rows; + int cols = erased.cols; + int cn = erased.channels(); + for(int j=0; j(j); + for(int i=0; i(round(sqrt(target_area * aspect_ratio))); + int h = static_cast(round(sqrt(target_area / aspect_ratio))); + + if (w > 0 && w <= width && h > 0 && h <= height) { + rect.x = rng.uniform(0, width - w + 1); + rect.y = rng.uniform(0, height - h + 1); + rect.width = w; + rect.height = h; + return; + } + } + + // Center Crop + double in_ratio = static_cast(width) / height; + if (in_ratio < ratio[0]) { + rect.width = width; + rect.height = static_cast (round(width / ratio[0])); + } + else if (in_ratio > ratio[1]) { + rect.height = height; + rect.width = static_cast (round(height * ratio[1])); + } + else { + rect.width = width; + rect.height = height; + } + rect.x = (width - rect.width) / 2; + rect.y = (height - rect.height) / 2; + } + + RandomErasing::RandomErasing(double p, const Vec2d &scale, const Vec2d &ratio, const Scalar &value, bool inplace): + p(p), + scale(scale), + ratio(ratio), + value(value), + inplace(inplace){}; + + void RandomErasing::call(InputArray src, OutputArray dst) const{ + randomErasing(src, dst, p, scale, ratio, value, inplace); + } + + // NOTE: because Scalar contains 4 elements at most, normalize can only apply to image with channels no more than 4. + Normalize::Normalize(const Scalar &mean, const Scalar &std): + mean(mean), + std(std){}; + + void Normalize::call(InputArray _src, OutputArray _dst) const{ + + Mat src = _src.getMat(); + int cn = src.channels(); + std::vector channels; + split(src, channels); + + // normalize each channel to 0-1 first + for(int i=0; i(src.cols / 2); + center.y = static_cast(src.rows / 2); + }else{ + center = _center; + } + + float angle, translation_x, translation_y, scale, shear_x, shear_y; + getRandomAffineParams(src.size(), degrees, translations, scales, shears, &angle, &translation_x, &translation_y, &scale, &shear_x, &shear_y); + + Mat affine_matrix = Mat::eye(2, 3, CV_32F); + + // TODO: check whether equations are right + getAffineMatrix(affine_matrix, angle, translation_x, translation_y, scale, shear_x, shear_y, center.x, center.y); + warpAffine(src, src, affine_matrix, src.size(), interpolation, BORDER_CONSTANT, fill); + _dst.move(src); + } + + static void getAffineMatrix(Mat mat, float angle, float tx, float ty, float scale, float shear_x, float shear_y, int cx, int cy){ + float* data = mat.ptr(0); + + // convert from degrees to radians + angle = (CV_PI * angle) / 180; + shear_x = (CV_PI * shear_x) / 180; + shear_y = (CV_PI * shear_y) / 180; + + data[0] = scale * cos(angle - shear_y) / cos(shear_y); + data[1] = scale * (-cos(angle - shear_y) * tan(shear_x) / cos(shear_y) - sin(angle)); + data[3] = scale * sin(angle - shear_y) / cos(shear_y); + data[4] = scale * (-sin(angle - shear_y) * tan(shear_x) / cos(shear_y) + cos(angle)); + data[2] = cx * (1-data[0]) + data[1] * (-cy) + tx; + data[5] = cy * (1-data[4]) + data[3] * (-cx) + ty; + } + + static void getRandomAffineParams(const Size& size, const Vec2f& degrees, const Vec2f& translations, const Vec2f& scales, const Vec4f& shears, float* angle, float* translation_x, float* translation_y, float* scale, float* shear_x, float* shear_y){ +// RNG rng = RNG(getTickCount()); + + if(degrees == Vec2f(0, 0)) { + *angle = 0; + } + else{ + *angle = rng.uniform(degrees[0], degrees[1]); + } + + if(translations == Vec2f(0, 0)) { + *translation_x = 0; + *translation_y = 0; + } + else{ + *translation_x = rng.uniform(-translations[0], translations[0]) * size.width; + *translation_y = rng.uniform(-translations[1], translations[1]) * size.height; + } + + if(scales == Vec2f(1, 1)) { + *scale = 1; + } + else{ + *scale = rng.uniform(scales[0], scales[1]); + } + + if(shears == Vec4f(0, 0, 0, 0)) { + *shear_x = 0; + *shear_y = 0; + } + else{ + *shear_x = rng.uniform(shears[0], shears[1]); + *shear_y = rng.uniform(shears[2], shears[3]); + } + + } + + RandomAffine::RandomAffine(const Vec2f& degrees, const Vec2f& translations, const Vec2f& scales, const Vec4f& shears, int interpolation, const Scalar& fill, const Point2i& center): + degrees(degrees), + translations(translations), + scales(scales), + shears(shears), + interpolation(interpolation), + fill(fill), + center(center){}; + + void RandomAffine::call(InputArray src, OutputArray dst) const{ + randomAffine(src, dst, degrees, translations, scales, shears, interpolation, fill, center); + } + } +} diff --git a/modules/aug/src/transforms_det.cpp b/modules/aug/src/transforms_det.cpp new file mode 100644 index 00000000000..dc812200d0e --- /dev/null +++ b/modules/aug/src/transforms_det.cpp @@ -0,0 +1,91 @@ +#include "precomp.hpp" +#include +#include + + +namespace cv{ + namespace imgaug{ + extern RNG rng; + + namespace det{ + Compose::Compose(std::vector >& transforms): + transforms(transforms){}; + + void Compose::call(InputArray src, OutputArray dst, std::vector& target) const{ + for(cv::imgaug::det::Transform* transform:transforms){ + transform->call(src, dst, target); + } + } + + RandomFlip::RandomFlip(int flipCode, float p): + flipCode(flipCode), p(p) + { + if(p < 0 || p > 1){ + CV_Error(Error::Code::StsBadArg, "probability p must be between range 0 and 1"); + } + }; + + void RandomFlip::call(InputArray _src, OutputArray _dst, std::vector& target) const{ +// RNG rng = RNG(getTickCount()); + bool flag = rng.uniform(0., 1.) < p; + + Mat src = _src.getMat(); + if(!flag){ + _dst.move(src); + return; + } + + flipBoundingBox(target, src.size()); + flip(src, src, flipCode); + _dst.move(src); + } + + void RandomFlip::flipBoundingBox(std::vector& target, const Size& size) const{ + /* + * flipCode = 0 (flip vertically): (x', y') = (x, img.height - y - bbox.height) + * flipCode > 0 (flip horizontally): (x', y') = (img.width - x - bbox.width, y) + * flipCode < 0 (flip diagonally): (x', y') = (img.width - x - bbox.width, img.height - y - bbox.height) + */ + for(int i = 0; i < target.size(); i++){ + if(flipCode == 0){ + target[i].y = size.height - target[i].y - target[i].height; + }else if(flipCode > 0){ + target[i].x = size.width - target[i].x - target[i].width; + }else{ + target[i].x = size.width - target[i].x - target[i].width; + target[i].y = size.height - target[i].y - target[i].height; + } + } + } + +// RandomCrop::RandomCrop(const Size& sz, const Vec4i& padding, bool pad_if_need, const Scalar& fill, int padding_mode): +// sz(sz), padding(padding), pad_if_need(pad_if_need), fill(fill), padding_mode(padding_mode){}; + + Resize::Resize(const Size& size, int interpolation): + size(size), interpolation(interpolation){}; + + void Resize::call(InputArray _src, OutputArray dst, std::vector& target) const{ + Mat src = _src.getMat(); + resize(src, dst, size, 0, 0, interpolation); + resizeBoundingBox(target, src.size()); + } + + void Resize::resizeBoundingBox(std::vector& target, const Size& imgSize) const{ + for(unsigned i=0; i(size.width) / imgSize.width * target[i].x; + target[i].y = static_cast(size.height) / imgSize.height * target[i].y; + target[i].width = static_cast(size.width) / imgSize.width * target[i].width; + target[i].height = static_cast(size.height) / imgSize.height * target[i].height; + } + } + + Convert::Convert(int code): + code(code){}; + + void Convert::call(InputArray src, OutputArray dst, std::vector& target) const{ + cvtColor(src, dst, code); + } + + } + } +} \ No newline at end of file diff --git a/modules/aug/test/test_aug.cpp b/modules/aug/test/test_aug.cpp new file mode 100644 index 00000000000..b4953211c2b --- /dev/null +++ b/modules/aug/test/test_aug.cpp @@ -0,0 +1,155 @@ +#include "test_precomp.hpp" + +namespace opencv_test{ namespace{ + +class CV_Aug_RandomCropBaseTest : public cvtest::BaseTest{ +public: + RNG rng; + + CV_Aug_RandomCropBaseTest(uint64 seed=0){ + rng = RNG(seed); + } + + void setSeed(uint64 seed){ + rng.state = seed; + } + + void getRandomCropParams(int h, int w, int th, int tw, int* x, int* y){ + if(h+1 < th || w+1 < tw){ + CV_Error( Error::StsBadSize, "The cropped size is larger than the image size" ); + } + if(h == th && w == tw){ + (*x) = 0; + (*y) = 0; + return; + } + + (*x) = rng.uniform(0, w-tw+1); + (*y) = rng.uniform(0, h-th+1); + + } + +}; + +TEST(Aug_RandomCrop, no_padding){ + cout << "run test: no_padding" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("aug/lena.jpg"); + Mat input = imread(img_path); + + CV_Aug_RandomCropBaseTest test; + + int seed = 0; + test.setSeed(seed); + + int th = 200; + int tw = 200; + int i; + int j; + test.getRandomCropParams(input.rows, input.cols, th, tw, &i, &j); + cout << "crop area: (" << i << "," << j << "," << th << "," << tw << ")" << endl; + + string ref_path = findDataFile("aug/random_crop_test_0.jpg"); + Mat ref = imread(ref_path); + + cv::imgaug::setSeed(seed); + cv::imgaug::RandomCrop aug(Size(tw, th)); + Mat out; + aug.call(input, out); + + Scalar diff = sum(out - ref); + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + +TEST(Aug_RandomCrop, padding){ + cout << "run test: padding" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("aug/lena.jpg"); + Mat input = imread(img_path); + + CV_Aug_RandomCropBaseTest test; + + int seed = 0; + test.setSeed(seed); + + int th = 200; + int tw = 200; + int i; + int j; + Vec4d padding {10, 20, 30, 40}; + + string ref_path = findDataFile("aug/random_crop_test_1.jpg"); + Mat ref = imread(ref_path); + + imgaug::setSeed(seed); + cv::imgaug::RandomCrop aug(Size(tw, th), padding); + Mat out; + aug.call(input, out); +// imshow("out", out); +// waitKey(0); + Scalar diff = sum(out - ref); + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + +TEST(Aug_RandomFlip, diagonal){ + cout << "run test: random flip (diagonal)" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("aug/lena.jpg"); + Mat input = imread(img_path); + Mat out; + + string ref_path = findDataFile("aug/random_flip_test_2.jpg"); + Mat ref = imread(ref_path); + + cv::imgaug::RandomFlip aug(0, 1); + aug.call(input, out); + Scalar diff = sum(out - ref); + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + } +} + +TEST(Aug_Resize, basic){ + cout << "run test: random flip (diagonal)" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("aug/lena.jpg"); + Mat input = imread(img_path); + Mat out; + + string ref_path = findDataFile("aug/random_flip_test_2.jpg"); + Mat ref = imread(ref_path); + + cv::imgaug::RandomFlip aug(0, 1); + aug.call(input, out); + Scalar diff = sum(out - ref); + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + } +} + +}} + diff --git a/modules/aug/test/test_main.cpp b/modules/aug/test/test_main.cpp new file mode 100644 index 00000000000..6b249934475 --- /dev/null +++ b/modules/aug/test/test_main.cpp @@ -0,0 +1,3 @@ +#include "test_precomp.hpp" + +CV_TEST_MAIN("cv") diff --git a/modules/aug/test/test_precomp.hpp b/modules/aug/test/test_precomp.hpp new file mode 100644 index 00000000000..0f90a060aab --- /dev/null +++ b/modules/aug/test/test_precomp.hpp @@ -0,0 +1,10 @@ +#ifndef __OPENCV_TEST_PRECOMP_HPP__ +#define __OPENCV_TEST_PRECOMP_HPP__ + +#include "opencv2/ts.hpp" +#include "opencv2/aug.hpp" + +static uint64 seed=0; +static cv::RNG rng(seed); + +#endif \ No newline at end of file From 06a7d4574eec224d592abb33912c7cc963994390 Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Mon, 29 Aug 2022 20:19:18 +0800 Subject: [PATCH 02/22] add license and documentation for imgaug module --- modules/aug/include/opencv2/aug.hpp | 9 - modules/aug/include/opencv2/aug/rng.hpp | 18 - .../aug/include/opencv2/aug/transforms.hpp | 204 --------- modules/aug/src/precomp.hpp | 10 - modules/aug/test/test_aug.cpp | 155 ------- modules/aug/test/test_main.cpp | 3 - modules/aug/test/test_precomp.hpp | 10 - modules/imgaug/CMakeLists.txt | 2 + modules/imgaug/LICENSE | 202 ++++++++ modules/imgaug/include/opencv2/imgaug.hpp | 19 + .../include/opencv2/imgaug}/functional.hpp | 27 +- modules/imgaug/include/opencv2/imgaug/rng.hpp | 35 ++ .../include/opencv2/imgaug/transforms.hpp | 432 ++++++++++++++++++ .../opencv2/imgaug}/transforms_det.hpp | 14 +- .../misc/python/pyopencv_imgaug.hpp} | 6 +- .../samples/opencv_aug_demo.py | 0 .../{aug => imgaug}/samples/train_cls_net.py | 2 +- .../{aug => imgaug}/samples/train_det_net.py | 2 +- modules/{aug => imgaug}/samples/transforms.py | 0 modules/imgaug/src/precomp.hpp | 13 + modules/{aug => imgaug}/src/rng.cpp | 3 + modules/{aug => imgaug}/src/transforms.cpp | 97 ++-- .../{aug => imgaug}/src/transforms_det.cpp | 4 +- modules/imgaug/test/test_aug.cpp | 346 ++++++++++++++ modules/imgaug/test/test_main.cpp | 6 + modules/imgaug/test/test_precomp.hpp | 13 + 26 files changed, 1131 insertions(+), 501 deletions(-) delete mode 100644 modules/aug/include/opencv2/aug.hpp delete mode 100644 modules/aug/include/opencv2/aug/rng.hpp delete mode 100644 modules/aug/include/opencv2/aug/transforms.hpp delete mode 100644 modules/aug/src/precomp.hpp delete mode 100644 modules/aug/test/test_aug.cpp delete mode 100644 modules/aug/test/test_main.cpp delete mode 100644 modules/aug/test/test_precomp.hpp create mode 100644 modules/imgaug/CMakeLists.txt create mode 100644 modules/imgaug/LICENSE create mode 100644 modules/imgaug/include/opencv2/imgaug.hpp rename modules/{aug/include/opencv2/aug => imgaug/include/opencv2/imgaug}/functional.hpp (78%) create mode 100644 modules/imgaug/include/opencv2/imgaug/rng.hpp create mode 100644 modules/imgaug/include/opencv2/imgaug/transforms.hpp rename modules/{aug/include/opencv2/aug => imgaug/include/opencv2/imgaug}/transforms_det.hpp (90%) rename modules/{aug/misc/python/pyopencv_aug.hpp => imgaug/misc/python/pyopencv_imgaug.hpp} (82%) rename modules/{aug => imgaug}/samples/opencv_aug_demo.py (100%) rename modules/{aug => imgaug}/samples/train_cls_net.py (98%) rename modules/{aug => imgaug}/samples/train_det_net.py (98%) rename modules/{aug => imgaug}/samples/transforms.py (100%) create mode 100644 modules/imgaug/src/precomp.hpp rename modules/{aug => imgaug}/src/rng.cpp (51%) rename modules/{aug => imgaug}/src/transforms.cpp (87%) rename modules/{aug => imgaug}/src/transforms_det.cpp (95%) create mode 100644 modules/imgaug/test/test_aug.cpp create mode 100644 modules/imgaug/test/test_main.cpp create mode 100644 modules/imgaug/test/test_precomp.hpp diff --git a/modules/aug/include/opencv2/aug.hpp b/modules/aug/include/opencv2/aug.hpp deleted file mode 100644 index a72b142bd05..00000000000 --- a/modules/aug/include/opencv2/aug.hpp +++ /dev/null @@ -1,9 +0,0 @@ -#ifndef OPENCV_AUG_HPP -#define OPENCV_AUG_HPP - -#include "opencv2/aug/transforms.hpp" -#include "opencv2/aug/transforms_det.hpp" -#include "opencv2/aug/functional.hpp" -#include "opencv2/aug/rng.hpp" - -#endif \ No newline at end of file diff --git a/modules/aug/include/opencv2/aug/rng.hpp b/modules/aug/include/opencv2/aug/rng.hpp deleted file mode 100644 index 0f72bdc9906..00000000000 --- a/modules/aug/include/opencv2/aug/rng.hpp +++ /dev/null @@ -1,18 +0,0 @@ -// -// Created by Chuyang Zhao on 2022/8/17. -// - -#ifndef OPENCV_AUG_RNG_HPP -#define OPENCV_AUG_RNG_HPP - -namespace cv{ - namespace imgaug{ - extern uint64 state; - extern cv::RNG rng; - - CV_EXPORTS_W void setSeed(uint64 seed); - } -} - - -#endif //OPENCV_AUG_RNG_HPP diff --git a/modules/aug/include/opencv2/aug/transforms.hpp b/modules/aug/include/opencv2/aug/transforms.hpp deleted file mode 100644 index 71c7fd7cc4b..00000000000 --- a/modules/aug/include/opencv2/aug/transforms.hpp +++ /dev/null @@ -1,204 +0,0 @@ -#ifndef OPENCV_AUG_TRANSFORMS_HPP -#define OPENCV_AUG_TRANSFORMS_HPP - -#include -#include -#include - -namespace cv{ - namespace imgaug{ - /* - * Base class for all augmentation classes - */ - class CV_EXPORTS_W Transform{ - public: - CV_WRAP virtual void call(InputArray src, OutputArray dst) const = 0; - CV_WRAP virtual ~Transform() = default; - }; - - class CV_EXPORTS_W Compose{ - public: - CV_WRAP explicit Compose(std::vector >& transforms); - CV_WRAP void call(InputArray src, OutputArray dst) const; - - std::vector > transforms; - }; - - CV_EXPORTS_W void randomCrop(InputArray src, OutputArray dst, const Size& sz, const Vec4i& padding=Vec4i() , bool pad_if_need=false, int fill=0, int padding_mode=BORDER_CONSTANT); - -// CV_EXPORTS_W void randomCropV1(InputOutputArray src, const Size& sz, const Vec4i& padding=Vec4i() , bool pad_if_need=false, int fill=0, int padding_mode=BORDER_CONSTANT); - - CV_EXPORTS_W void randomFlip(InputArray src, OutputArray dst, int flipCode=0, double p=0.5); - - class CV_EXPORTS_W RandomCrop: public Transform{ - public: - CV_WRAP explicit RandomCrop(const Size& sz, const Vec4i& padding=Vec4i(0,0,0,0), bool pad_if_need=false, int fill=0, int padding_mode=BORDER_CONSTANT); - CV_WRAP ~RandomCrop() override = default; - CV_WRAP void call(InputArray src, OutputArray dst) const override; - - Size sz; - Vec4i padding; - bool pad_if_need; - int fill; - int padding_mode; - }; - - class CV_EXPORTS_W RandomFlip: public Transform{ - public: - CV_WRAP explicit RandomFlip(int flipCode=0, double p=0.5); - CV_WRAP ~RandomFlip() override = default; - CV_WRAP void call(InputArray src, OutputArray dst) const override; - - int flipCode; - double p; - }; - - /* - * All interpolation types: https://docs.opencv.org/3.4/da/d54/group__imgproc__transform.html#gga5bb5a1fea74ea38e1a5445ca803ff121ac97d8e4880d8b5d509e96825c7522deb - */ - class CV_EXPORTS_W Resize: public Transform{ - public: - CV_WRAP explicit Resize(const Size& sz, int interpolation=INTER_LINEAR); - CV_WRAP ~Resize() override = default; - CV_WRAP void call(InputArray src, OutputArray dst) const override; - - Size sz; - int interpolation; - }; - - CV_EXPORTS_W void centerCrop(InputArray src, OutputArray dst, const Size& size); - - class CV_EXPORTS_W CenterCrop : public Transform { - public: - CV_WRAP explicit CenterCrop(const Size& size); - CV_WRAP ~CenterCrop() override = default; - CV_WRAP void call(InputArray src, OutputArray dst) const override; - - Size size; - }; - - class CV_EXPORTS_W Pad : public Transform{ - public: - CV_WRAP explicit Pad(const Vec4i& padding, const Scalar& = Scalar(), int padding_mode = BORDER_CONSTANT); - CV_WRAP void call(InputArray src, OutputArray dst) const override; - - Vec4i padding; - const Scalar fill; - int padding_mode; - }; - - CV_EXPORTS void randomResizedCrop(InputArray src, OutputArray dst, const Size& size, const Vec2d& scale = Vec2d(0.08, 1.0), const Vec2d& ratio = Vec2d(3.0 / 4.0, 4.0 / 3.0), int interpolation = INTER_LINEAR); - - class CV_EXPORTS_W RandomResizedCrop : public Transform { - public: - CV_WRAP explicit RandomResizedCrop(const Size& size, const Vec2d& scale = Vec2d(0.08, 1.0), const Vec2d& ratio = Vec2d(3.0 / 4.0, 4.0 / 3.0), int interpolation = INTER_LINEAR); - CV_WRAP void call(InputArray src, OutputArray dst) const override; - - Size size; - Vec2d scale; - Vec2d ratio; - int interpolation; - }; - - CV_EXPORTS void colorJitter(InputArray src, OutputArray dst, const Vec2d& brightness=Vec2d(), const Vec2d& contrast=Vec2d(), const Vec2d& saturation=Vec2d(), const Vec2d& hue=Vec2d()); - - class CV_EXPORTS_W ColorJitter : public Transform { - public: - CV_WRAP explicit ColorJitter(const Vec2d& brightness=Vec2d(), const Vec2d& contrast=Vec2d(), const Vec2d& saturation=Vec2d(), const Vec2d& hue=Vec2d()); - CV_WRAP void call(InputArray src, OutputArray dst) const override; - - Vec2d brightness; - Vec2d contrast; - Vec2d saturation; - Vec2d hue; - }; - - CV_EXPORTS void randomRotation(InputArray src, OutputArray dst, const Vec2d& degrees, int interpolation=INTER_NEAREST, bool expand=false, const Point2f& center=Point2f(), int fill=0); - - class CV_EXPORTS_W RandomRotation : public Transform { - public: - CV_WRAP explicit RandomRotation(const Vec2d& degrees, int interpolation=INTER_NEAREST, bool expand=false, const Point2f& center=Point2f(), int fill=0); - CV_WRAP void call(InputArray src, OutputArray dst) const override; - - Vec2d degrees; - int interpolation; - bool expand; - Point2f center; - int fill; - }; - - class CV_EXPORTS_W GrayScale : public Transform { - public: - CV_WRAP explicit GrayScale(int num_channels=1); - CV_WRAP void call(InputArray src, OutputArray dst) const override; - - int num_channels; - }; - - CV_EXPORTS void randomGrayScale(InputArray src, OutputArray dst, double p=0.1); - - class CV_EXPORTS_W RandomGrayScale : public Transform { - public: - CV_WRAP explicit RandomGrayScale(double p=0.1); - CV_WRAP void call(InputArray src, OutputArray dst) const override; - - double p; - }; - - CV_EXPORTS void randomErasing(InputArray src, OutputArray dst, double p=0.5, const Vec2d& scale=Vec2d(0.02, 0.33), const Vec2d& ratio=Vec2d(0.3, 0.33), const Scalar& value=Scalar(0, 100, 100), bool inplace=false); - - class CV_EXPORTS_W RandomErasing : public Transform { - public: - CV_WRAP explicit RandomErasing(double p=0.5, const Vec2d& scale=Vec2d(0.02, 0.33), const Vec2d& ratio=Vec2d(0.3, 0.33), const Scalar& value=Scalar(0, 100, 100), bool inplace=false); - CV_WRAP void call(InputArray src, OutputArray dst) const override; - - double p; - Vec2d scale; - Vec2d ratio; - Scalar value; - bool inplace; - }; - - // NOTE: After normalizing, data are represented as 32-bit float in range(0,1) - class CV_EXPORTS_W Normalize : public Transform { - public: - CV_WRAP explicit Normalize(const Scalar& mean=Scalar(0,0,0,0), const Scalar& std=Scalar(1,1,1,1)); - CV_WRAP void call(InputArray src, OutputArray dst) const override; - - Scalar mean; - Scalar std; - }; - - CV_EXPORTS void gaussianBlur(InputArray src, OutputArray dst, const Size& kernel_size, const Vec2f& sigma=Vec2f(0.1, 2.0)); - - class CV_EXPORTS_W GaussianBlurAug : public Transform { - public: - CV_WRAP explicit GaussianBlurAug(const Size& kernel_size, const Vec2f& sigma=Vec2f(0.1, 2.0)); - CV_WRAP void call(InputArray src, OutputArray dst) const override; - - Size kernel_size; - Vec2f sigma; - }; - - CV_EXPORTS void randomAffine(InputArray src, OutputArray dst, const Vec2f& degrees=Vec2f(0., 0.), const Vec2f& translations=Vec2f(0., 0.), const Vec2f& scales=Vec2f(1., 1.), const Vec4f& shears=Vec4f(0., 0., 0., 0.), int interpolation=INTER_NEAREST, const Scalar& fill=Scalar(), const Point2i& center=Point2i(-1, -1)); - - class CV_EXPORTS_W RandomAffine: public Transform{ - public: - CV_WRAP explicit RandomAffine(const Vec2f& degrees=Vec2f(0., 0.), const Vec2f& translations=Vec2f(0., 0.), const Vec2f& scales=Vec2f(1., 1.), const Vec4f& shears=Vec4f(0., 0., 0., 0.), int interpolation=INTER_NEAREST, const Scalar& fill=Scalar(), const Point2i& center=Point2i(-1, -1)); - CV_WRAP void call(InputArray src, OutputArray dst) const override; - - Vec2f degrees; - Vec2f translations; - Vec2f scales; - Vec4f shears; - int interpolation; - Scalar fill; - Point2i center; - - }; - } - - -} - -#endif diff --git a/modules/aug/src/precomp.hpp b/modules/aug/src/precomp.hpp deleted file mode 100644 index b50cc47ea6e..00000000000 --- a/modules/aug/src/precomp.hpp +++ /dev/null @@ -1,10 +0,0 @@ -#ifndef OPENCV_AUG_PRECOMP_H -#define OPENCV_AUG_PRECOMP_H - -#include "opencv2/aug.hpp" -#include -#include -#include -#include - -#endif diff --git a/modules/aug/test/test_aug.cpp b/modules/aug/test/test_aug.cpp deleted file mode 100644 index b4953211c2b..00000000000 --- a/modules/aug/test/test_aug.cpp +++ /dev/null @@ -1,155 +0,0 @@ -#include "test_precomp.hpp" - -namespace opencv_test{ namespace{ - -class CV_Aug_RandomCropBaseTest : public cvtest::BaseTest{ -public: - RNG rng; - - CV_Aug_RandomCropBaseTest(uint64 seed=0){ - rng = RNG(seed); - } - - void setSeed(uint64 seed){ - rng.state = seed; - } - - void getRandomCropParams(int h, int w, int th, int tw, int* x, int* y){ - if(h+1 < th || w+1 < tw){ - CV_Error( Error::StsBadSize, "The cropped size is larger than the image size" ); - } - if(h == th && w == tw){ - (*x) = 0; - (*y) = 0; - return; - } - - (*x) = rng.uniform(0, w-tw+1); - (*y) = rng.uniform(0, h-th+1); - - } - -}; - -TEST(Aug_RandomCrop, no_padding){ - cout << "run test: no_padding" << endl; - cvtest::TS* ts = cvtest::TS::ptr(); - string img_path = findDataFile("aug/lena.jpg"); - Mat input = imread(img_path); - - CV_Aug_RandomCropBaseTest test; - - int seed = 0; - test.setSeed(seed); - - int th = 200; - int tw = 200; - int i; - int j; - test.getRandomCropParams(input.rows, input.cols, th, tw, &i, &j); - cout << "crop area: (" << i << "," << j << "," << th << "," << tw << ")" << endl; - - string ref_path = findDataFile("aug/random_crop_test_0.jpg"); - Mat ref = imread(ref_path); - - cv::imgaug::setSeed(seed); - cv::imgaug::RandomCrop aug(Size(tw, th)); - Mat out; - aug.call(input, out); - - Scalar diff = sum(out - ref); - if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { - // Calculate the L2 relative error between images. - double errorL2 = cv::norm( out, ref, NORM_L2 ); - // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. - double error = errorL2 / (double)( out.rows * out.cols ); - EXPECT_LE(error, 0.1); - }else{ - ts->set_failed_test_info(TS::FAIL_MISMATCH); - } -} - -TEST(Aug_RandomCrop, padding){ - cout << "run test: padding" << endl; - cvtest::TS* ts = cvtest::TS::ptr(); - string img_path = findDataFile("aug/lena.jpg"); - Mat input = imread(img_path); - - CV_Aug_RandomCropBaseTest test; - - int seed = 0; - test.setSeed(seed); - - int th = 200; - int tw = 200; - int i; - int j; - Vec4d padding {10, 20, 30, 40}; - - string ref_path = findDataFile("aug/random_crop_test_1.jpg"); - Mat ref = imread(ref_path); - - imgaug::setSeed(seed); - cv::imgaug::RandomCrop aug(Size(tw, th), padding); - Mat out; - aug.call(input, out); -// imshow("out", out); -// waitKey(0); - Scalar diff = sum(out - ref); - if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { - // Calculate the L2 relative error between images. - double errorL2 = cv::norm( out, ref, NORM_L2 ); - // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. - double error = errorL2 / (double)( out.rows * out.cols ); - EXPECT_LE(error, 0.1); - }else{ - ts->set_failed_test_info(TS::FAIL_MISMATCH); - } -} - -TEST(Aug_RandomFlip, diagonal){ - cout << "run test: random flip (diagonal)" << endl; - cvtest::TS* ts = cvtest::TS::ptr(); - string img_path = findDataFile("aug/lena.jpg"); - Mat input = imread(img_path); - Mat out; - - string ref_path = findDataFile("aug/random_flip_test_2.jpg"); - Mat ref = imread(ref_path); - - cv::imgaug::RandomFlip aug(0, 1); - aug.call(input, out); - Scalar diff = sum(out - ref); - if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { - // Calculate the L2 relative error between images. - double errorL2 = cv::norm( out, ref, NORM_L2 ); - // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. - double error = errorL2 / (double)( out.rows * out.cols ); - EXPECT_LE(error, 0.1); - } -} - -TEST(Aug_Resize, basic){ - cout << "run test: random flip (diagonal)" << endl; - cvtest::TS* ts = cvtest::TS::ptr(); - string img_path = findDataFile("aug/lena.jpg"); - Mat input = imread(img_path); - Mat out; - - string ref_path = findDataFile("aug/random_flip_test_2.jpg"); - Mat ref = imread(ref_path); - - cv::imgaug::RandomFlip aug(0, 1); - aug.call(input, out); - Scalar diff = sum(out - ref); - if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { - // Calculate the L2 relative error between images. - double errorL2 = cv::norm( out, ref, NORM_L2 ); - // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. - double error = errorL2 / (double)( out.rows * out.cols ); - EXPECT_LE(error, 0.1); - } -} - -}} - diff --git a/modules/aug/test/test_main.cpp b/modules/aug/test/test_main.cpp deleted file mode 100644 index 6b249934475..00000000000 --- a/modules/aug/test/test_main.cpp +++ /dev/null @@ -1,3 +0,0 @@ -#include "test_precomp.hpp" - -CV_TEST_MAIN("cv") diff --git a/modules/aug/test/test_precomp.hpp b/modules/aug/test/test_precomp.hpp deleted file mode 100644 index 0f90a060aab..00000000000 --- a/modules/aug/test/test_precomp.hpp +++ /dev/null @@ -1,10 +0,0 @@ -#ifndef __OPENCV_TEST_PRECOMP_HPP__ -#define __OPENCV_TEST_PRECOMP_HPP__ - -#include "opencv2/ts.hpp" -#include "opencv2/aug.hpp" - -static uint64 seed=0; -static cv::RNG rng(seed); - -#endif \ No newline at end of file diff --git a/modules/imgaug/CMakeLists.txt b/modules/imgaug/CMakeLists.txt new file mode 100644 index 00000000000..7f3e19b6690 --- /dev/null +++ b/modules/imgaug/CMakeLists.txt @@ -0,0 +1,2 @@ +set(the_description "Data Augmentation Module") +ocv_define_module(imgaug opencv_imgproc opencv_core opencv_imgcodecs opencv_highgui WRAP python) diff --git 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/modules/imgaug/include/opencv2/imgaug.hpp b/modules/imgaug/include/opencv2/imgaug.hpp new file mode 100644 index 00000000000..0781e57aa46 --- /dev/null +++ b/modules/imgaug/include/opencv2/imgaug.hpp @@ -0,0 +1,19 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. +#ifndef OPENCV_IMGAUG_HPP +#define OPENCV_IMGAUG_HPP + +#include "opencv2/imgaug/transforms.hpp" +#include "opencv2/imgaug/transforms_det.hpp" +#include "opencv2/imgaug/functional.hpp" +#include "opencv2/imgaug/rng.hpp" + +/** @defgroup imgaug Data Augmentation Module for Efficient Data Preprocessing + * @{ + * @defgroup det Data Augmentation for Object Detection + * @} +*/ + + +#endif \ No newline at end of file diff --git a/modules/aug/include/opencv2/aug/functional.hpp b/modules/imgaug/include/opencv2/imgaug/functional.hpp similarity index 78% rename from modules/aug/include/opencv2/aug/functional.hpp rename to modules/imgaug/include/opencv2/imgaug/functional.hpp index 567d6a01429..74469efc9cc 100644 --- a/modules/aug/include/opencv2/aug/functional.hpp +++ b/modules/imgaug/include/opencv2/imgaug/functional.hpp @@ -1,15 +1,15 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. #ifndef OPENCV_AUG_FUNCTIONAL_HPP #define OPENCV_AUG_FUNCTIONAL_HPP #include #include namespace cv { - -// void blend(Mat& img1, Mat& img2, float ratio){ -// -// } - - static void adjust_brightness(Mat& img, double brightness_factor){ + //! @addtogroup imgaug + //! @{ + static void adjustBrightness(Mat& img, double brightness_factor){ CV_Assert(brightness_factor >= 0); int channels = img.channels(); @@ -17,17 +17,9 @@ namespace cv { CV_Error(Error::BadNumChannels, "Only support images with 1 or 3 channels"); } img = img * brightness_factor; - // NOTE: Can substitute for-loop with matrix multiplication for better efficiency? -// int nc = channels * img.cols; -// for(int j=0; j(j); -// for(int i=0; i( data[i] * brightness_factor); -// } -// } } - static void adjust_contrast(Mat& img, double contrast_factor){ + static void adjustContrast(Mat& img, double contrast_factor){ CV_Assert(contrast_factor >= 0); @@ -48,7 +40,7 @@ namespace cv { merge(new_channels, img); } - static void adjust_saturation(Mat& img, double saturation_factor){ + static void adjustSaturation(Mat& img, double saturation_factor){ CV_Assert(saturation_factor >= 0); int num_channels = img.channels(); @@ -63,7 +55,7 @@ namespace cv { img = saturation_factor * img + (1-saturation_factor) * gray; } - static void adjust_hue(Mat& img, double hue_factor) { + static void adjustHue(Mat& img, double hue_factor) { // FIXME: the range of hue_factor needs to be modified CV_Assert(hue_factor >= 0); @@ -88,6 +80,7 @@ namespace cv { } cvtColor(hsv, img, COLOR_HSV2BGR); } + //! @} }; #endif \ No newline at end of file diff --git a/modules/imgaug/include/opencv2/imgaug/rng.hpp b/modules/imgaug/include/opencv2/imgaug/rng.hpp new file mode 100644 index 00000000000..7f283298218 --- /dev/null +++ b/modules/imgaug/include/opencv2/imgaug/rng.hpp @@ -0,0 +1,35 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. +#ifndef OPENCV_AUG_RNG_HPP +#define OPENCV_AUG_RNG_HPP + + + +namespace cv{ + + namespace imgaug{ + //! @addtogroup imgaug + //! @{ + + //! Initial state of the random number generator cv::imgaug::rng. If you don't manually set it using cv::imgaug::setSeed, + //! it will be set to the current tick count returned by cv::getTickCount. + extern uint64 state; + + //! Random number generator for data augmentation module + extern cv::RNG rng; + + /** @brief Manually set the initial state of the random number generator cv::imgaug::rng. + * + * @param seed The seed value needed to generate a random number. + */ + CV_EXPORTS_W void setSeed(uint64 seed); + + //! @} + } +} + + + + +#endif //OPENCV_AUG_RNG_HPP diff --git a/modules/imgaug/include/opencv2/imgaug/transforms.hpp b/modules/imgaug/include/opencv2/imgaug/transforms.hpp new file mode 100644 index 00000000000..106e67477af --- /dev/null +++ b/modules/imgaug/include/opencv2/imgaug/transforms.hpp @@ -0,0 +1,432 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. +#ifndef OPENCV_AUG_TRANSFORMS_HPP +#define OPENCV_AUG_TRANSFORMS_HPP + +#include +#include +#include + + +namespace cv{ + //! Data augmentation module + namespace imgaug{ + + //! @addtogroup imgaug + //! @{ + + //! Base class for all data augmentation classes. + class CV_EXPORTS_W Transform{ + public: + CV_WRAP virtual void call(InputArray src, OutputArray dst) const = 0; + CV_WRAP virtual ~Transform() = default; + }; + + //! Combine a series of data augmentation methods into one and apply them sequentially. + class CV_EXPORTS_W Compose{ + public: + /** @brief Initialize the Compose class by passing a series of data augmentation you want to apply. + * + * @param transforms Series of data augmentation methods. All data augmentation classes should inherited from cv::imgaug::Transform. + */ + CV_WRAP explicit Compose(std::vector >& transforms); + /** @brief Call composed data augmentation methods, apply them to the input image sequentially. + * + * @param src Source image. + * @param dst Destination image. + * + * @note Some data augmentation methods only support images in certain formats. + */ + CV_WRAP void call(InputArray src, OutputArray dst) const; + + //! vector of the pointers to the data augmentation instances. + std::vector > transforms; + }; + + //! Crop the given image at a random location + class CV_EXPORTS_W RandomCrop: public Transform{ + public: + /** @brief Initialize the RandomCrop class. + * + * @param sz Size of the cropped image. + * @param padding Padding on the borders of the source image. Four element tuple needs to be provided, + * which is the padding for the top, bottom, left and right respectively. By default no padding is added. + * @param pad_if_need When the cropped size is smaller than the source image (with padding), exception will raise. + * Set this value to true to automatically pad the image to avoid this exception. + * @param fill Fill value of the padded pixels. By default is 0. + * @param padding_mode Type of padding. Default is #BORDER_CONSTANT, see #BorderTypes for details. + */ + CV_WRAP explicit RandomCrop(const Size& sz, const Vec4i& padding=Vec4i(0,0,0,0), bool pad_if_need=false, int fill=0, int padding_mode=BORDER_CONSTANT); + + CV_WRAP ~RandomCrop() override = default; + + /** @brief Apply augmentation method on source image, this operation is not inplace. + * + * @param src Source image. + * @param dst Destination image. + */ + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Size sz; + Vec4i padding; + bool pad_if_need; + int fill; + int padding_mode; + }; + + //! Flip the image randomly along specified axes. + class CV_EXPORTS_W RandomFlip: public Transform{ + public: + /** Initialize the RandomFlip class. + * + * @param flipCode flipCode to specify the axis along which image is flipped. Set + * 0 for vertical axis, positive for horizontal axis, negative for both axes. + * \f[\texttt{dst} _{ij} = + \left\{ + \begin{array}{l l} + \texttt{src} _{\texttt{src.rows}-i-1,j} & if\; \texttt{flipCode} = 0 \\ + \texttt{src} _{i, \texttt{src.cols} -j-1} & if\; \texttt{flipCode} > 0 \\ + \texttt{src} _{ \texttt{src.rows} -i-1, \texttt{src.cols} -j-1} & if\; \texttt{flipCode} < 0 \\ + \end{array} + \right.\f] + * @param p Probability to apply this method. p should be in range 0 to 1, larger p denotes higher probability. + */ + CV_WRAP explicit RandomFlip(int flipCode=0, double p=0.5); + + CV_WRAP ~RandomFlip() override = default; + + /** @brief Apply augmentation method on source image, this operation is inplace. + * + * @param src Source image. + * @param dst Destination image. + */ + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + int flipCode; + double p; + }; + + //! Resize the image to specified size + class CV_EXPORTS_W Resize: public Transform{ + public: + /** @brief Initialize the Resize class. + * + * @param sz Size of the resized image. + * @param interpolation Interpolation mode. Refer to #InterpolationFlags for more details. + */ + CV_WRAP explicit Resize(const Size& sz, int interpolation=INTER_LINEAR); + + CV_WRAP ~Resize() override = default; + + /** @brief Apply augmentation method on source image. This operation is not inplace. + * + * @param src Source image. + * @param dst Destination image. + */ + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Size sz; + int interpolation; + }; + + //! Crop the given image at the center + class CV_EXPORTS_W CenterCrop : public Transform { + public: + /** @brief Initialize the CenterCrop class. + * + * @param size Size of the cropped image. + */ + CV_WRAP explicit CenterCrop(const Size& size); + + CV_WRAP ~CenterCrop() override = default; + + /** @brief Apply augmentation method on source image. This operation is not inplace. + * + * @param src Source image. + * @param dst Destination image. + */ + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Size size; + }; + + //! Pad the given image on the borders. + class CV_EXPORTS_W Pad : public Transform{ + public: + /** Initialize the Pad class. + * + * @param padding Padding on the borders of the source image. Four-elements tuple needs to be provided, + * which is the padding for the top, bottom, left and right respectively. + * @param fill Fill value of the padded pixels. By default fill value is 0 for all channels. + * @param padding_mode Type of padding. Default is #BORDER_CONSTANT, see #BorderTypes for details. + */ + CV_WRAP explicit Pad(const Vec4i& padding, const Scalar& fill = Scalar(), int padding_mode = BORDER_CONSTANT); + + CV_WRAP ~Pad() override = default; + + /** @brief Apply augmentation method on source image. This operation is inplace. + * + * @param src Source image. + * @param dst Destination image. + */ + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Vec4i padding; + const Scalar fill; + int padding_mode; + }; + + //! Crop a random portion of image and resize it to a given size. + class CV_EXPORTS_W RandomResizedCrop : public Transform { + public: + /** @brief Initialize the RandomResizedCrop class. + * + * @param size Expected output size of the destination image. + * @param scale Specify the the lower and upper bounds for the random area of the crop, + before resizing. The scale is defined with respect to the area of the original image. + * @param ratio lower and upper bounds for the random aspect ratio of the crop, before + resizing. + * @param interpolation Interpolation mode. Refer to #InterpolationFlags for more details. + */ + CV_WRAP explicit RandomResizedCrop(const Size& size, const Vec2d& scale = Vec2d(0.08, 1.0), const Vec2d& ratio = Vec2d(3.0 / 4.0, 4.0 / 3.0), int interpolation = INTER_LINEAR); + + /** @brief Apply augmentation method on source image. This operation is not inplace. + * + * @param src Source image. + * @param dst Destination image. + */ + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Size size; + Vec2d scale; + Vec2d ratio; + int interpolation; + }; + + //! Change the brightness, contrast, saturation and hue of the given image randomly. The activated functions are applied in random order. + class CV_EXPORTS_W ColorJitter : public Transform { + public: + /** Initialize the ColorJitter class. + * + * @param brightness Specify the lower and upper bounds for the brightness factor. + * When brightness factor is larger, the augmented image is brighter. By default this function is disabled, + * you should pass non-zero tuple to enable this function. + * @param contrast Specify the lower and upper bounds for the contrast factor. + * When contrast factor is larger, the contrast of the destination image is larger. + * By default this function is disabled, you should pass non-zero tuple to enable this function. + * @param saturation Specify the lower and upper bounds for the saturation factor. + * When saturation factor is larger, the saturation of the destination image is larger. + * By default this function is disabled, you should pass non-zero tuple to enable this function. + * @param hue Specify the lower and upper bounds for the hue factor. + * When hue factor is larger, the hue of the destination image is larger. + * By default this function is disabled, you should pass non-zero tuple to enable this function. + */ + CV_WRAP explicit ColorJitter(const Vec2d& brightness=Vec2d(), const Vec2d& contrast=Vec2d(), const Vec2d& saturation=Vec2d(), const Vec2d& hue=Vec2d()); + + /** Apply augmentation method on source image. This operation is not inplace. + * + * @param src Source image. + * @param dst Destination image. + */ + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Vec2d brightness; + Vec2d contrast; + Vec2d saturation; + Vec2d hue; + }; + + //! Rotate the given image by a random degree. + class CV_EXPORTS_W RandomRotation : public Transform { + public: + /** @brief Initialize the RandomRotation class. + * + * @param degrees Specify the lower and upper bounds for the rotation degree. + * @param interpolation Interpolation mode. Refer to #InterpolationFlags for more details. + * @param expand Whether to expands the destination image to make it large enough to hold the entire rotated image. + * If you need expand, set it to true. Set it false to make the output image the same size as the input image. + * @param center Rotation center, origin is the left corner of the image. By default it is set to the center of the image. + * @param fill Fill value for the area outside the rotated image. Default is 0 for all channels. + */ + CV_WRAP explicit RandomRotation(const Vec2d& degrees, int interpolation=INTER_LINEAR, bool expand=false, const Point2f& center=Point2f(), const Scalar& fill=Scalar()); + + /** Apply augmentation method on source image. This operation is not inplace. + * + * @param src Source image. + * @param dst Destination image. + */ + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Vec2d degrees; + int interpolation; + bool expand; + Point2f center; + Scalar fill; + }; + + //! Convert the image into grayscale image of specified channels. + class CV_EXPORTS_W GrayScale : public Transform { + public: + /** @brief Initialize the GrayScale class. + * + * @param num_channels number of the channels of the destination image. All channels are same. + */ + CV_WRAP explicit GrayScale(int num_channels=1); + + /** @brief Apply augmentation method on source image. This operation is not inplace. + * + * @param src Source image. + * @param dst Destination image. + */ + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + int num_channels; + }; + + //! Convert the given image into grayscale given a certain probability. + class CV_EXPORTS_W RandomGrayScale : public Transform { + public: + /** @brief Initialize the RandomGrayScale class. + * + * @param p Probability of turning a image into grayscale. p should be in range 0 to 1. A larger p means a higher probability. + */ + CV_WRAP explicit RandomGrayScale(double p=0.1); + + /** @brief Apply augmentation method on source image. This operation is not inplace. + * + * @param src Source image. + * @param dst Destination image. + */ + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + double p; + }; + + //! Randomly erase a area of the given image. + class CV_EXPORTS_W RandomErasing : public Transform { + public: + /** Initialize the RandomErasing class. + * + * @param p Probability to apply the random erasing operation. + * @param scale Range of proportion of erased area against input image. + * @param ratio Range of aspect ratio of erased area. + * @param value Fill value of the erased area. + * @param inplace If true, erase the area on the source image. + * If false, erase the area on the destination image, which will not affect the source image. + */ + CV_WRAP explicit RandomErasing(double p=0.5, const Vec2d& scale=Vec2d(0.02, 0.33), const Vec2d& ratio=Vec2d(0.3, 0.33), const Scalar& value=Scalar(0, 100, 100), bool inplace=false); + + /** @brief Apply augmentation method on source image. + * + * @param src Source image. + * @param dst Destination image. + */ + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + double p; + Vec2d scale; + Vec2d ratio; + Scalar value; + bool inplace; + }; + + + //! Normalize given image with mean and standard deviation. + //! The destination image will be normalized into range 0 to 1 first, + //! then the normalization operation will be applied to each channel of the image. + class CV_EXPORTS_W Normalize : public Transform { + public: + /** @brief Initialize the Normalize class. + * + * @param mean Sequence of means for each channels. + * @param std Sequence of standard deviations for each channels. + * + * @note The image read in OpenCV is of type BGR by default, you should provide the mean and std in order of [B,G,R] if the type of source image is BGR. + */ + CV_WRAP explicit Normalize(const Scalar& mean=Scalar(0,0,0,0), const Scalar& std=Scalar(1,1,1,1)); + + /** @brief Apply augmentation method on source image. This operation is not inplace. + * + * @param src Source image. + * @param dst Destination image. + */ + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Scalar mean; + Scalar std; + }; + + //! Blurs image with randomly chosen Gaussian blur. + class CV_EXPORTS_W GaussianBlur : public Transform { + public: + /** @brief Initialize the GaussianBlur class. + * + * @param kernel_size Size of the gaussian kernel. + * @param sigma Specify the lower and upper bounds of the standard deviation to be used for creating kernel to perform blurring. + */ + CV_WRAP explicit GaussianBlur(const Size& kernel_size, const Vec2f& sigma=Vec2f(0.1, 2.0)); + + /** @brief Apply augmentation method on source image. This operation is not inplace. + * + * @param src Source image. + * @param dst Destination image. + */ + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Size kernel_size; + Vec2f sigma; + }; + + //! Apply random affine transformation to the image. + class CV_EXPORTS_W RandomAffine: public Transform{ + public: + /** Initialize the RandomAffine class. + * + * @param degrees Range of rotation degrees to select from. + * @param translations Tuple of maximum absolute fraction for horizontal and vertical translations. By default translation is 0 in both directions. + * @param scales Scaling factor interval. The scale factor is sampled uniformly from the interval. By default scale factor is 1. + * @param shears Range of degrees to select from. Degree along x axis shear_x is sampled from range [shears[0], shear[1]]. Degree along y axis shear_y is sampled from range [shears[2], shear[3]]. By default, shear_x and shear_y are all 0. + * @param interpolation Interpolation mode. Refer to #InterpolationFlags for more details. + * @param fill Fill value of the area outside the transformed image. + * @param center Rotation center. Origin is the left corner of the image. By default it is set to the center of the image. + */ + CV_WRAP explicit RandomAffine(const Vec2f& degrees=Vec2f(0., 0.), const Vec2f& translations=Vec2f(0., 0.), const Vec2f& scales=Vec2f(1., 1.), const Vec4f& shears=Vec4f(0., 0., 0., 0.), int interpolation=INTER_NEAREST, const Scalar& fill=Scalar(), const Point2i& center=Point2i(-1, -1)); + + /** @brief Apply augmentation method on source image. This operation is not inplace. + * + * @param src Source image. + * @param dst Destination image. + */ + CV_WRAP void call(InputArray src, OutputArray dst) const override; + + Vec2f degrees; + Vec2f translations; + Vec2f scales; + Vec4f shears; + int interpolation; + Scalar fill; + Point2i center; + + }; + + //! @cond IGNORED + CV_EXPORTS_W void randomCrop(InputArray src, OutputArray dst, const Size& sz, const Vec4i& padding=Vec4i() , bool pad_if_need=false, int fill=0, int padding_mode=BORDER_CONSTANT);CV_EXPORTS_W void randomFlip(InputArray src, OutputArray dst, int flipCode=0, double p=0.5); + CV_EXPORTS_W void centerCrop(InputArray src, OutputArray dst, const Size& size); + CV_EXPORTS void randomResizedCrop(InputArray src, OutputArray dst, const Size& size, const Vec2d& scale = Vec2d(0.08, 1.0), const Vec2d& ratio = Vec2d(3.0 / 4.0, 4.0 / 3.0), int interpolation = INTER_LINEAR); + CV_EXPORTS void colorJitter(InputArray src, OutputArray dst, const Vec2d& brightness=Vec2d(), const Vec2d& contrast=Vec2d(), const Vec2d& saturation=Vec2d(), const Vec2d& hue=Vec2d()); + CV_EXPORTS void randomRotation(InputArray src, OutputArray dst, const Vec2d& degrees, int interpolation=INTER_LINEAR, bool expand=false, const Point2f& center=Point2f(), const Scalar& fill=Scalar(0)); + CV_EXPORTS void randomGrayScale(InputArray src, OutputArray dst, double p=0.1); + CV_EXPORTS void randomErasing(InputArray src, OutputArray dst, double p=0.5, const Vec2d& scale=Vec2d(0.02, 0.33), const Vec2d& ratio=Vec2d(0.3, 0.33), const Scalar& value=Scalar(0, 100, 100), bool inplace=false); + CV_EXPORTS void gaussianBlur(InputArray src, OutputArray dst, const Size& kernel_size, const Vec2f& sigma=Vec2f(0.1, 2.0)); + CV_EXPORTS void randomAffine(InputArray src, OutputArray dst, const Vec2f& degrees=Vec2f(0., 0.), const Vec2f& translations=Vec2f(0., 0.), const Vec2f& scales=Vec2f(1., 1.), const Vec4f& shears=Vec4f(0., 0., 0., 0.), int interpolation=INTER_NEAREST, const Scalar& fill=Scalar(), const Point2i& center=Point2i(-1, -1)); + //! @endcond + + //! @} + + } +} + + + +#endif diff --git a/modules/aug/include/opencv2/aug/transforms_det.hpp b/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp similarity index 90% rename from modules/aug/include/opencv2/aug/transforms_det.hpp rename to modules/imgaug/include/opencv2/imgaug/transforms_det.hpp index f8c8ca1dbec..05ca9e442e2 100644 --- a/modules/aug/include/opencv2/aug/transforms_det.hpp +++ b/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp @@ -1,13 +1,17 @@ -// -// Created by Chuyang Zhao on 2022/8/9. -// - +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. #ifndef OPENCV_TRANSFORMS_DET_HPP #define OPENCV_TRANSFORMS_DET_HPP + namespace cv{ namespace imgaug{ namespace det{ + + //! @addtogroup det + //! @{ + class CV_EXPORTS_W Transform{ public: CV_WRAP virtual void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& target) const = 0; @@ -61,9 +65,9 @@ namespace cv{ int code; }; + //! @} } } - } #endif //OPENCV_TRANSFORMS_DET_HPP diff --git a/modules/aug/misc/python/pyopencv_aug.hpp b/modules/imgaug/misc/python/pyopencv_imgaug.hpp similarity index 82% rename from modules/aug/misc/python/pyopencv_aug.hpp rename to modules/imgaug/misc/python/pyopencv_imgaug.hpp index 3fde9c33ca7..a829fbe3cf9 100644 --- a/modules/aug/misc/python/pyopencv_aug.hpp +++ b/modules/imgaug/misc/python/pyopencv_imgaug.hpp @@ -1,4 +1,8 @@ -#ifdef HAVE_OPENCV_AUG +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. +#ifndef OPENCV_AUG_MISC_PYTHON_HPP +#define OPENCV_AUG_MISC_PYTHON_HPP typedef std::vector > vector_Ptr_Transform; typedef std::vector > vector_Ptr_imgaug_det_Transform; diff --git a/modules/aug/samples/opencv_aug_demo.py b/modules/imgaug/samples/opencv_aug_demo.py similarity index 100% rename from modules/aug/samples/opencv_aug_demo.py rename to modules/imgaug/samples/opencv_aug_demo.py diff --git a/modules/aug/samples/train_cls_net.py b/modules/imgaug/samples/train_cls_net.py similarity index 98% rename from modules/aug/samples/train_cls_net.py rename to modules/imgaug/samples/train_cls_net.py index be0f7c45b6f..b6f24896f1e 100644 --- a/modules/aug/samples/train_cls_net.py +++ b/modules/imgaug/samples/train_cls_net.py @@ -71,7 +71,7 @@ def train(dataloader, model, num_epochs, criterion, optimizer): def main(): - root_dir = "imagenette2-320" + root_dir = "/Users/chuyang/Downloads/imagenette2-320" df_train = pd.read_csv(os.path.join(root_dir, "noisy_imagenette.csv")) print('load %d records' % len(df_train)) diff --git a/modules/aug/samples/train_det_net.py b/modules/imgaug/samples/train_det_net.py similarity index 98% rename from modules/aug/samples/train_det_net.py rename to modules/imgaug/samples/train_det_net.py index 05fec6d5b9f..eeb0b9e7f03 100644 --- a/modules/aug/samples/train_det_net.py +++ b/modules/imgaug/samples/train_det_net.py @@ -13,7 +13,7 @@ def get_args(): parser = argparse.ArgumentParser() - parser.add_argument("--root", type=str, default="PennFudanPed") + parser.add_argument("--root", type=str, default="/Users/bytedance/Downloads/PennFudanPed") parser.add_argument("--lr", type=float, default=3e-4) parser.add_argument("--backend", type=str, default="cv2") diff --git a/modules/aug/samples/transforms.py b/modules/imgaug/samples/transforms.py similarity index 100% rename from modules/aug/samples/transforms.py rename to modules/imgaug/samples/transforms.py diff --git a/modules/imgaug/src/precomp.hpp b/modules/imgaug/src/precomp.hpp new file mode 100644 index 00000000000..d8bc71cdcd9 --- /dev/null +++ b/modules/imgaug/src/precomp.hpp @@ -0,0 +1,13 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. +#ifndef OPENCV_AUG_PRECOMP_H +#define OPENCV_AUG_PRECOMP_H + +#include "opencv2/imgaug.hpp" +#include +#include +#include +#include + +#endif diff --git a/modules/aug/src/rng.cpp b/modules/imgaug/src/rng.cpp similarity index 51% rename from modules/aug/src/rng.cpp rename to modules/imgaug/src/rng.cpp index 9be2ea57e02..262ef28275d 100644 --- a/modules/aug/src/rng.cpp +++ b/modules/imgaug/src/rng.cpp @@ -1,3 +1,6 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. #include "precomp.hpp" namespace cv{ diff --git a/modules/aug/src/transforms.cpp b/modules/imgaug/src/transforms.cpp similarity index 87% rename from modules/aug/src/transforms.cpp rename to modules/imgaug/src/transforms.cpp index 14e7e233a63..f1d6f42642f 100644 --- a/modules/aug/src/transforms.cpp +++ b/modules/imgaug/src/transforms.cpp @@ -1,3 +1,6 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. #include "precomp.hpp" #include #include @@ -12,7 +15,6 @@ namespace cv{ static void getRandomAffineParams(const Size& size, const Vec2f& degrees, const Vec2f& translations, const Vec2f& scales, const Vec4f& shears, float* angle, float* translation_x, float* translation_y, float* scale, float* shear_x, float* shear_y); static void getAffineMatrix(Mat mat, float angle, float tx, float ty, float scale, float shear_x, float shear_y, int cx, int cy); - // NOTE: cv::randomCrop or randomCrop? void randomCrop(InputArray _src, OutputArray _dst, const Size& sz, const Vec4i& padding, bool pad_if_need, int fill, int padding_mode){ // FIXME: whether the size of src should be (src.cols+left+right, src.rows+top+bottom) @@ -36,39 +38,14 @@ namespace cv{ int x, y; getRandomCropParams(src.rows, src.cols, sz.height, sz.width, &x, &y); - // FIXME: for test only - std::cout << x << " " << y << std::endl; + Mat RoI(src, Rect(x, y, sz.width, sz.height)); RoI.copyTo(_dst); - // inplace operation + // NOTE: inplace operation not works in converting from python to numpy -// _dst.move(RoI); + // _dst.move(RoI); } -// CV_EXPORTS_W void randomCropV1(InputOutputArray _src, const Size& sz, const Vec4i& padding, bool pad_if_need, int fill, int padding_mode){ -// Mat src = _src.getMat(); -// -// if(padding != Vec4i()){ -// copyMakeBorder(src, src, padding[0], padding[1], padding[2], padding[3], padding_mode, fill); -// } -// -// // NOTE: make sure src.rows == src.size().height and src.cols = src.size().width -// // pad the height if needed -// if(pad_if_need && src.rows < sz.height){ -// Vec4i _padding = {sz.height - src.rows, sz.height - src.rows, 0, 0}; -// copyMakeBorder(src, src, _padding[0], _padding[1], _padding[2], _padding[3], padding_mode, fill); -// } -// // pad the width if needed -// if(pad_if_need && src.cols < sz.width){ -// Vec4i _padding = {0, 0, sz.width - src.cols, sz.width - src.cols}; -// copyMakeBorder(src, src, _padding[0], _padding[1], _padding[2], _padding[3], padding_mode, fill); -// } -// -// int x, y; -// getRandomCropParams(src.rows, src.cols, sz.height, sz.width, &x, &y); -// Mat cropped(src, Rect(x, y, sz.width, sz.height)); -// (*(Mat*)_src.getObj()) = cropped; -// } static void getRandomCropParams(int h, int w, int th, int tw, int* x, int* y){ if(h+1 < th || w+1 < tw){ @@ -79,11 +56,7 @@ namespace cv{ (*y) = 0; return; } -// time_t t; -// srand((unsigned)time(&t)); -// (*x) = static_cast (rand() / static_cast (RAND_MAX) * (w-tw+1)); -// (*y) = static_cast (rand()/ static_cast (RAND_MAX) * (h-th+1)); -// RNG rng = RNG(getTickCount()); + (*x) = rng.uniform(0, w-tw+1); (*y) = rng.uniform(0, h-th+1); @@ -108,8 +81,6 @@ namespace cv{ * -1 is flip bott horizontally and vertically */ - // initialize RNG with seed of current tick count -// RNG rng = RNG(getTickCount()); bool flag = rng.uniform(0., 1.) < p; Mat src = _src.getMat(); @@ -212,9 +183,6 @@ namespace cv{ static void getRandomResizedCropParams(int height, int width, const Vec2d& scale, const Vec2d& ratio, Rect& rect) { int area = height * width; - // initialize random value generator -// RNG rng = RNG(getTickCount()); - for (int i = 0; i < 10; i++) { double target_area = rng.uniform(scale[0], scale[1]) * area; double aspect_ratio = rng.uniform(ratio[0], ratio[1]); @@ -262,8 +230,6 @@ namespace cv{ void colorJitter(InputArray _src, OutputArray _dst, const Vec2d& brightness, const Vec2d& contrast, const Vec2d& saturation, const Vec2d& hue){ // TODO: check input values -// RNG rng = RNG(getTickCount()); - Mat src = _src.getMat(); double brightness_factor, contrast_factor, saturation_factor, hue_factor; @@ -282,13 +248,13 @@ namespace cv{ for(int i : order){ if(i == 1 && brightness != Vec2d()) - adjust_brightness(src, brightness_factor); + cv::adjustBrightness(src, brightness_factor); if(i == 2 && contrast != Vec2d()) - adjust_contrast(src, contrast_factor); + cv::adjustContrast(src, contrast_factor); if(i == 3 && saturation != Vec2d()) - adjust_saturation(src, saturation_factor); + cv::adjustSaturation(src, saturation_factor); if(i == 4 && hue != Vec2d()) - adjust_hue(src, hue_factor); + cv::adjustHue(src, hue_factor); } _dst.move(src); @@ -305,20 +271,21 @@ namespace cv{ colorJitter(src, dst, brightness, contrast, saturation, hue); } - void randomRotation(InputArray _src, OutputArray _dst, const Vec2d& degrees, int interpolation, bool expand, const Point2f& center, int fill){ + void randomRotation(InputArray _src, OutputArray _dst, const Vec2d& degrees, int interpolation, bool expand, const Point2f& center, const Scalar& fill){ Mat src = _src.getMat(); -// RNG rng = RNG(getTickCount()); // TODO: check the validation of degrees double angle = rng.uniform(degrees[0], degrees[1]); Point2f pt(src.cols/2., src.rows/2.); - if(center == Point2f()) pt = center; + if(center != Point2f()) pt = center; + Mat r = getRotationMatrix2D(pt, angle, 1.0); + // TODO: auto expand dst size to fit the rotated image - warpAffine(src, _dst, r, Size(src.cols, src.rows), interpolation, BORDER_CONSTANT, fill); + warpAffine(src, _dst, r, src.size(), interpolation, BORDER_CONSTANT, fill); } - RandomRotation::RandomRotation(const Vec2d& degrees, int interpolation, bool expand, const Point2f& center, int fill): + RandomRotation::RandomRotation(const Vec2d& degrees, int interpolation, bool expand, const Point2f& center, const Scalar& fill): degrees(degrees), interpolation(interpolation), expand(expand), @@ -349,7 +316,6 @@ namespace cv{ } void randomGrayScale(InputArray _src, OutputArray _dst, double p){ -// RNG rng = RNG(getTickCount()); if(rng.uniform(0.0, 1.0) < p){ grayScale(_src, _dst, _src.channels()); return; @@ -368,7 +334,6 @@ namespace cv{ void randomErasing(InputArray _src, OutputArray _dst, double p, const Vec2d& scale, const Vec2d& ratio, const Scalar& value, bool inplace){ // TODO: check the range of input values // TODO: currently inplace takes no effect -// RNG rng = RNG(getTickCount()); Mat src = _src.getMat(); if(rng.uniform(0., 1.) >= p){ _dst.move(src); @@ -399,9 +364,6 @@ namespace cv{ static void getRandomErasingCropParams(int height, int width, const Vec2d& scale, const Vec2d& ratio, Rect& rect) { int area = height * width; - // initialize random value generator -// RNG rng = RNG(getTickCount()); - for (int i = 0; i < 10; i++) { double target_area = rng.uniform(scale[0], scale[1]) * area; double aspect_ratio = rng.uniform(ratio[0], ratio[1]); @@ -453,35 +415,38 @@ namespace cv{ std(std){}; void Normalize::call(InputArray _src, OutputArray _dst) const{ - Mat src = _src.getMat(); +// cvtColor(src, src, COLOR_BGR2RGB); + + _dst.create(src.size(), CV_32FC3); + Mat dst = _dst.getMat(); + int cn = src.channels(); std::vector channels; split(src, channels); // normalize each channel to 0-1 first for(int i=0; i -#include namespace cv{ diff --git a/modules/imgaug/test/test_aug.cpp b/modules/imgaug/test/test_aug.cpp new file mode 100644 index 00000000000..fc838f270e6 --- /dev/null +++ b/modules/imgaug/test/test_aug.cpp @@ -0,0 +1,346 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. +#include "test_precomp.hpp" + +namespace opencv_test{ namespace{ + +class CV_Aug_RandomCropBaseTest : public cvtest::BaseTest{ +public: + RNG rng; + + CV_Aug_RandomCropBaseTest(uint64 seed=0){ + rng = RNG(seed); + } + + void setSeed(uint64 seed){ + rng.state = seed; + } + + void getRandomCropParams(int h, int w, int th, int tw, int* x, int* y){ + if(h+1 < th || w+1 < tw){ + CV_Error( Error::StsBadSize, "The cropped size is larger than the image size" ); + } + if(h == th && w == tw){ + (*x) = 0; + (*y) = 0; + return; + } + + (*x) = rng.uniform(0, w-tw+1); + (*y) = rng.uniform(0, h-th+1); + + } + +}; + +TEST(Aug_RandomCrop, no_padding){ + cout << "run test: no_padding" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat input = imread(img_path); + + CV_Aug_RandomCropBaseTest test; + + int seed = 0; + test.setSeed(seed); + + int th = 200; + int tw = 200; + int i; + int j; + test.getRandomCropParams(input.rows, input.cols, th, tw, &i, &j); + cout << "crop area: (" << i << "," << j << "," << th << "," << tw << ")" << endl; + + string ref_path = findDataFile("imgaug/random_crop_test_0.jpg"); + Mat ref = imread(ref_path); + + cv::imgaug::setSeed(seed); + cv::imgaug::RandomCrop aug(Size(tw, th)); + Mat out; + aug.call(input, out); + + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + +TEST(Aug_RandomCrop, padding){ + cout << "run test: padding" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat input = imread(img_path); + + CV_Aug_RandomCropBaseTest test; + + int seed = 0; + test.setSeed(seed); + + int th = 200; + int tw = 200; + int i; + int j; + Vec4d padding {10, 20, 30, 40}; + + string ref_path = findDataFile("imgaug/random_crop_test_1.jpg"); + Mat ref = imread(ref_path); + + imgaug::setSeed(seed); + cv::imgaug::RandomCrop aug(Size(tw, th), padding); + Mat out; + aug.call(input, out); +// imshow("out", out); +// waitKey(0); + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + +TEST(Aug_RandomFlip, diagonal){ + cout << "run test: random flip (diagonal)" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat input = imread(img_path); + Mat out; + + string ref_path = findDataFile("imgaug/random_flip_test_2.jpg"); + Mat ref = imread(ref_path); + + cv::imgaug::RandomFlip aug(0, 1); + aug.call(input, out); + + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + +TEST(Aug_Resize, basic){ + cout << "run test: resize (basic)" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat input = imread(img_path); + Mat out; + + string ref_path = findDataFile("imgaug/resize_test_3.jpg"); + Mat ref = imread(ref_path); + + cv::imgaug::Resize aug(cv::Size(256, 128)); + aug.call(input, out); + + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + + +TEST(Aug_CenterCrop, basic){ + cout << "run test: center crop (basic)" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat input = imread(img_path); + Mat out; + + string ref_path = findDataFile("imgaug/center_crop_test_4.jpg"); + Mat ref = imread(ref_path); + + cv::imgaug::CenterCrop aug(cv::Size(400, 300)); + aug.call(input, out); + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + + +TEST(Aug_Pad, basic){ + cout << "run test: pad (basic)" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat input = imread(img_path); + Mat out; + + string ref_path = findDataFile("imgaug/pad_test_5.jpg"); + Mat ref = imread(ref_path); + + cv::imgaug::Pad aug(Vec4i(10, 20, 30, 40), Scalar(0)); + aug.call(input, out); + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + +TEST(Aug_RandomResizedCrop, basic){ + cout << "run test: random resized crop (basic)" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat input = imread(img_path); + Mat out; + + cv::Size size(1024, 512); + uint64 seed = 10; + cv::imgaug::setSeed(seed); + + string ref_path = findDataFile("imgaug/random_resized_crop_test_6.jpg"); + Mat ref = imread(ref_path); + + cv::imgaug::RandomResizedCrop aug(size); + + aug.call(input, out); + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + + +TEST(Aug_RandomRotation, not_expand){ + cout << "run test: random rotation (not_expand)" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat input = imread(img_path); + Mat out; + + cv::Vec2d degrees(-10, 10); + uint64 seed = 5; + cv::imgaug::setSeed(seed); + + string ref_path = findDataFile("imgaug/random_rotation_test_7.jpg"); + Mat ref = imread(ref_path); + + cv::imgaug::RandomRotation aug(degrees); + + aug.call(input, out); + + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + +TEST(Aug_GrayScale, basic){ + cout << "run test: gray scale (basic)" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat input = imread(img_path); + Mat out; + + string ref_path = findDataFile("imgaug/gray_scale_test_8.jpg"); + Mat ref = imread(ref_path, IMREAD_GRAYSCALE); + + cv::imgaug::GrayScale aug; + + aug.call(input, out); + + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + + +TEST(Aug_GaussianBlur, basic){ + cout << "run test: gaussian blur (basic)" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat input = imread(img_path); + Mat out; + + string ref_path = findDataFile("imgaug/gaussian_blur_test_9.jpg"); + Mat ref = imread(ref_path); + cv::imgaug::setSeed(15); + cv::imgaug::GaussianBlur aug(Size(5, 5)); + + aug.call(input, out); + + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + + +TEST(Aug_Normalize, basic){ + cout << "run test: gaussian blur (basic)" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat input = imread(img_path); + Mat out; + + string ref_path = findDataFile("imgaug/normalize_test_10.jpg"); + Mat ref = imread(ref_path); + cv::imgaug::setSeed(15); + cv::imgaug::Normalize aug(Scalar(0.406, 0.456, 0.485), Scalar(0.225, 0.224, 0.229)); + + aug.call(input, out); + cv::cvtColor(out, out, COLOR_RGB2BGR); + out.convertTo(out, CV_8UC3, 255); + + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + + +}} + diff --git a/modules/imgaug/test/test_main.cpp b/modules/imgaug/test/test_main.cpp new file mode 100644 index 00000000000..0e51ddfd050 --- /dev/null +++ b/modules/imgaug/test/test_main.cpp @@ -0,0 +1,6 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. +#include "test_precomp.hpp" + +CV_TEST_MAIN("cv") diff --git a/modules/imgaug/test/test_precomp.hpp b/modules/imgaug/test/test_precomp.hpp new file mode 100644 index 00000000000..d7ffec30338 --- /dev/null +++ b/modules/imgaug/test/test_precomp.hpp @@ -0,0 +1,13 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. +#ifndef __OPENCV_TEST_PRECOMP_HPP__ +#define __OPENCV_TEST_PRECOMP_HPP__ + +#include "opencv2/ts.hpp" +#include "opencv2/imgaug.hpp" + +static uint64 seed=0; +static cv::RNG rng(seed); + +#endif \ No newline at end of file From 35830e977a31b3399dcf027021bf356a979f06a3 Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Sun, 4 Sep 2022 15:32:02 +0800 Subject: [PATCH 03/22] add docs and aug methods for detection module --- .../include/opencv2/imgaug/transforms_det.hpp | 176 +++++++++++++++++- modules/imgaug/src/transforms_det.cpp | 149 ++++++++++++++- .../test/{test_aug.cpp => test_imgaug.cpp} | 0 3 files changed, 312 insertions(+), 13 deletions(-) rename modules/imgaug/test/{test_aug.cpp => test_imgaug.cpp} (100%) diff --git a/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp b/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp index 05ca9e442e2..da59b2e5c62 100644 --- a/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp +++ b/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp @@ -12,25 +12,72 @@ namespace cv{ //! @addtogroup det //! @{ + //! Base class for all data augmentation classes for detection task class CV_EXPORTS_W Transform{ public: - CV_WRAP virtual void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& target) const = 0; + CV_WRAP virtual void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, CV_IN_OUT std::vector& labels) const = 0; CV_WRAP virtual ~Transform() = default; }; + //! Combine data augmentation methods into one and apply them sequentially to source image and annotation + //! All combined data augmentation class must inherited from cv::imgaug::det::Transform class CV_EXPORTS_W Compose{ public: + /** @brief Initialize Compose class. + * + * @param transforms data augmentation methods used to compose + */ CV_WRAP explicit Compose(std::vector >& transforms); - CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& target) const; + + /** @brief Apply data augmentation method on source image and its annotation. + * + * @param src Source image. + * @param dst Destination image. + * @param bboxes Annotation of source image, which consists of several bounding boxes of the detected objects in the source image. + * In Python, the bounding box is represented as a four-elements tuple (x, y, w, h), + * in which x, y is the coordinates of the left top corner of the bounding box and w, h is the width and height of the bounding box. + * @param labels Class labels of the detected objects in source image. The order of the labels should correspond to the order of the bboxes. + */ + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, CV_IN_OUT std::vector& labels) const; std::vector > transforms; }; class CV_EXPORTS_W RandomFlip: cv::imgaug::det::Transform{ public: + /** @breif Initialize the RandomFlip class. + * + * @param flipCode flipCode to specify the axis along which image is flipped. Set + * 0 for vertical axis, positive for horizontal axis, negative for both axes. + * \f[\texttt{dst} _{ij} = + \left\{ + \begin{array}{l l} + \texttt{src} _{\texttt{src.rows}-i-1,j} & if\; \texttt{flipCode} = 0 \\ + \texttt{src} _{i, \texttt{src.cols} -j-1} & if\; \texttt{flipCode} > 0 \\ + \texttt{src} _{ \texttt{src.rows} -i-1, \texttt{src.cols} -j-1} & if\; \texttt{flipCode} < 0 \\ + \end{array} + \right.\f] + * @param p Probability to apply this method. p should be in range 0 to 1, larger p denotes higher probability. + */ CV_WRAP explicit RandomFlip(int flipCode=0, float p=0.5); - CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& target) const; - void flipBoundingBox(std::vector& target, const Size& size) const; + + /** @brief Apply data augmentation method on source image and its annotation. + * + * @param src Source image. + * @param dst Destination image. + * @param bboxes Annotation of source image, which consists of several bounding boxes of the detected objects in the source image. + * In Python, the bounding box is represented as a four-elements tuple (x, y, w, h), + * in which x, y is the coordinates of the left top corner of the bounding box and w, h is the width and height of the bounding box. + * @param labels Class labels of the detected objects in source image. The order of the labels should correspond to the order of the bboxes. + */ + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, std::vector& labels) const; + + /** @brief Flip the annotated bounding boxes. + * + * @param bboxes Bounding box annotations. + * @param size The size of the source image. + */ + void flipBoundingBox(std::vector& bboxes, const Size& size) const; int flipCode; float p; @@ -48,23 +95,138 @@ namespace cv{ // int padding_mode; // }; + + //! Resize the source image and its annotations into specified size. class CV_EXPORTS_W Resize: cv::imgaug::det::Transform{ public: + /** @brief Initialize the Resize class + * + * @param size Size of the resized image. + * @param interpolation Interpolation mode when resize image, see #InterpolationFlags for details. + */ CV_WRAP explicit Resize(const Size& size, int interpolation=INTER_NEAREST); - CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& target) const; - void resizeBoundingBox(std::vector& target, const Size& imgSize) const; + + /** @brief Apply data augmentation method on source image and its annotation. + * + * @param src Source image. + * @param dst Destination image. + * @param bboxes Annotation of source image, which consists of several bounding boxes of the detected objects in the source image. + * In Python, the bounding box is represented as a four-elements tuple (x, y, w, h), + * in which x, y is the coordinates of the left top corner of the bounding box and w, h is the width and height of the bounding box. + * @param labels Class labels of the detected objects in source image. The order of the labels should correspond to the order of the bboxes. + */ + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, std::vector& labels) const; + + /** @brief Resize the bounding boxes of the detected objects in the source image. + * + * @param bboxes Bounding box annotations. + * @param imgSize The size of the source image. + */ + void resizeBoundingBox(std::vector& bboxes, const Size& imgSize) const; const Size size; int interpolation; }; + //! Convert the color space of the given image class CV_EXPORTS_W Convert: cv::imgaug::det::Transform{ public: + /** @brief Initialize the Convert class + * + * @param code color space conversion code (see #ColorConversionCodes). + */ CV_WRAP explicit Convert(int code); - CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& target) const; + + /** @brief Apply data augmentation method on source image and its annotation. + * + * @param src Source image. + * @param dst Destination image. + * @param bboxes Annotation of source image, which consists of several bounding boxes of the detected objects in the source image. + * In Python, the bounding box is represented as a four-elements tuple (x, y, w, h), + * in which x, y is the coordinates of the left top corner of the bounding box and w, h is the width and height of the bounding box. + * @param labels Class labels of the detected objects in source image. The order of the labels should correspond to the order of the bboxes. + */ + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, std::vector& labels) const; int code; }; + + //! Randomly translate the given image. + //! Bounding boxes which has an area of less than the threshold in the remaining in the transformed image + //! will be filtered. + //! The resolution of the image is not changed after the transformation. The remaining area after shift is filled with 0. + class CV_EXPORTS_W RandomTranslation: cv::imgaug::det::Transform{ + public: + /** @breif Initialize the RandomTranslation class + * + * @param translations Max translation pixels along x and y axes. + * @param threshold Bounding boxes with area in the remaining image less than threshold will be dropped. + */ + CV_WRAP explicit RandomTranslation(const Vec2i& translations, float threshold=0.25); + + /** @brief Apply data augmentation method on source image and its annotation. + * + * @param src Source image. + * @param dst Destination image. + * @param bboxes Annotation of source image, which consists of several bounding boxes of the detected objects in the source image. + * In Python, the bounding box is represented as a four-elements tuple (x, y, w, h), + * in which x, y is the coordinates of the left top corner of the bounding box and w, h is the width and height of the bounding box. + * @param labels Class labels of the detected objects in source image. The order of the labels should correspond to the order of the bboxes. + */ + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, std::vector& labels) const; + + /** @brief Translate bounding boxes and filter invalid bounding boxes after translation. + * + * @param bboxes Bounding box annotations. + * @param labels Class labels of the detected objects in source image. + * @param imgSize Size of the source image. + * @param tx Translation in x axis in pixel. + * @param ty Translation in y axis in pixel. + */ + CV_WRAP void translateBoundingBox(std::vector& bboxes, std::vector &labels, const Size& imgSize, int tx, int ty) const; + + Vec2i translations; + float threshold; + }; + + //! Rotate the given image and its bounding boxes by a random angle. + //! Filter invalid bounding boxes if its remaining area in the destination image is less than threshold. + //! The size of the destination image is not changed. The remaining area in the destination image is filled with 0. + class CV_EXPORTS_W RandomRotation: cv::imgaug::det::Transform{ + public: + /** @brief Initialize the RandomRotation class. + * + * @param angles Intervals in which the rotation angle is uniformly sampled from. + * @param threshold Bounding boxes with area in the remaining image less than threshold will be dropped. + */ + explicit RandomRotation(const Vec2d& angles, double threshold=0.25); + + /** @brief Apply data augmentation method on source image and its annotation. + * + * @param src Source image. + * @param dst Destination image. + * @param bboxes Annotation of source image, which consists of several bounding boxes of the detected objects in the source image. + * In Python, the bounding box is represented as a four-elements tuple (x, y, w, h), + * in which x, y is the coordinates of the left top corner of the bounding box and w, h is the width and height of the bounding box. + * @param labels Class labels of the detected objects in source image. The order of the labels should correspond to the order of the bboxes. + */ + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, std::vector& labels) const; + + /** @brief Rotate bounding boxes and filter out invalid bounding boxes after rotation. + * + * @param bboxes Bounding box annotations. + * @param labels Class labels of the detected objects in source image. + * @param imgSize Size of the source image. + * @param angle Rotation angle in degree. + * @param cx x coordinate of the rotation center. + * @param cy y coordinate of the rotation center. + */ + CV_WRAP void rotateBoundingBoxes(std::vector& bboxes, std::vector &labels, const Size& imgSize, double angle, int cx, int cy, Mat& img) const; + + Vec2d angles; + double threshold; + }; + //! @} } } diff --git a/modules/imgaug/src/transforms_det.cpp b/modules/imgaug/src/transforms_det.cpp index 64e512c4cb3..1417ee72fbb 100644 --- a/modules/imgaug/src/transforms_det.cpp +++ b/modules/imgaug/src/transforms_det.cpp @@ -3,19 +3,22 @@ // of this distribution and at http://opencv.org/license.html. #include "precomp.hpp" #include - +#include namespace cv{ namespace imgaug{ extern RNG rng; namespace det{ + int clamp(int v, int lo, int hi); + void rotate(int* x, int* y, int cx, int cy, double angle); + Compose::Compose(std::vector >& transforms): transforms(transforms){}; - void Compose::call(InputArray src, OutputArray dst, std::vector& target) const{ + void Compose::call(InputArray src, OutputArray dst, std::vector& target, std::vector& labels) const{ for(cv::imgaug::det::Transform* transform:transforms){ - transform->call(src, dst, target); + transform->call(src, dst, target, labels); } } @@ -27,7 +30,7 @@ namespace cv{ } }; - void RandomFlip::call(InputArray _src, OutputArray _dst, std::vector& target) const{ + void RandomFlip::call(InputArray _src, OutputArray _dst, std::vector& target, std::vector& labels) const{ // RNG rng = RNG(getTickCount()); bool flag = rng.uniform(0., 1.) < p; @@ -66,7 +69,7 @@ namespace cv{ Resize::Resize(const Size& size, int interpolation): size(size), interpolation(interpolation){}; - void Resize::call(InputArray _src, OutputArray dst, std::vector& target) const{ + void Resize::call(InputArray _src, OutputArray dst, std::vector& target, std::vector& labels) const{ Mat src = _src.getMat(); resize(src, dst, size, 0, 0, interpolation); resizeBoundingBox(target, src.size()); @@ -84,10 +87,144 @@ namespace cv{ Convert::Convert(int code): code(code){}; - void Convert::call(InputArray src, OutputArray dst, std::vector& target) const{ + + void Convert::call(InputArray src, OutputArray dst, std::vector& target, std::vector& labels) const{ cvtColor(src, dst, code); } + RandomTranslation::RandomTranslation(const cv::Vec2i &translations, float threshold): + translations(translations), + threshold(threshold){}; + + + void RandomTranslation::call(cv::InputArray _src, cv::OutputArray _dst, std::vector &bboxes, std::vector& labels) const { + int tx = rng.uniform(-translations[0], translations[0]); + int ty = rng.uniform(-translations[1], translations[1]); + + Mat translation_matrix = Mat::eye(2, 3, CV_32F); + float* data = translation_matrix.ptr(); + data[0] = 1; + data[1] = 0; + data[2] = tx; + data[3] = 0; + data[4] = 1; + data[5] = ty; + + cv::warpAffine(_src, _dst, translation_matrix, _src.size()); + translateBoundingBox(bboxes, labels, _src.size(), tx, ty); + } + + + void RandomTranslation::translateBoundingBox(std::vector &bboxes, std::vector &labels, const cv::Size &imgSize, int tx, int ty) const { + for(int i=0; i < bboxes.size(); i++){ + int x1 = clamp(bboxes[i].x + tx, 0, imgSize.width); + int y1 = clamp(bboxes[i].y + ty, 0, imgSize.height); + int x2 = clamp(bboxes[i].x + bboxes[i].width + tx, 0, imgSize.width); + int y2 = clamp(bboxes[i].y + bboxes[i].height + ty, 0, imgSize.height); + int w = x2 - x1; + int h = y2 - y1; + if((float)(w * h) / (bboxes[i].width * bboxes[i].height) < threshold){ + bboxes.erase(bboxes.begin() + i); + labels.erase(labels.begin() + i); + }else{ + bboxes[i].x = x1; + bboxes[i].y = y1; + bboxes[i].width = x2 - x1; + bboxes[i].height = y2 - y1; + } + } + } + + RandomRotation::RandomRotation(const cv::Vec2d &angles, double threshold): + angles(angles), + threshold(threshold){}; + + void RandomRotation::call(cv::InputArray _src, cv::OutputArray _dst, std::vector &bboxes, + std::vector &labels) const { + Mat src = _src.getMat(); + double angle = rng.uniform(angles[0], angles[1]); + Mat rotation_matrix = getRotationMatrix2D(cv::Point2f(src.cols/2., src.rows/2.), angle, 1); + warpAffine(src, _dst, rotation_matrix, src.size()); + +// cv::Point pt1{bboxes[0].x, bboxes[0].y}; +// cv::Point pt2{bboxes[0].x + bboxes[0].width, bboxes[0].y + bboxes[0].height}; +// cv::rectangle(src, pt1, pt2, cv::Scalar(), 2); +// cv::imshow("src", src); + + Mat dst = _dst.getMat(); + rotateBoundingBoxes(bboxes, labels, src.size(), angle, src.cols / 2, src.rows / 2, dst); + + } + + void RandomRotation::rotateBoundingBoxes(std::vector &bboxes, std::vector &labels, + const cv::Size &imgSize, double angle, int cx, int cy, Mat& img) const { + for(int i=0; i < bboxes.size(); i++){ + int x1 = bboxes[i].x; + int y1 = bboxes[i].y; + int x2 = bboxes[i].x + bboxes[i].width; + int y2 = bboxes[i].y; + int x3 = bboxes[i].x; + int y3 = bboxes[i].y + bboxes[i].height; + int x4 = bboxes[i].x + bboxes[i].width; + int y4 = bboxes[i].y + bboxes[i].height; + + // convert unit from degree to radius + angle = -angle * CV_PI / 180; + + // rotate the corners + rotate(&x1, &y1, cx, cy, angle); + rotate(&x2, &y2, cx, cy, angle); + rotate(&x3, &y3, cx, cy, angle); + rotate(&x4, &y4, cx, cy, angle); + +// cv::circle(img, Point2i(x1,y1), 3, Scalar(255, 255, 255), 1); +// cv::circle(img, Point2i(x2,y2), 3, Scalar(255, 255, 255), 1); +// cv::circle(img, Point2i(x3,y3), 3, Scalar(255, 255, 255), 1); +// cv::circle(img, Point2i(x4,y4), 3, Scalar(255, 255, 255), 1); +// cv::imshow("img", img); +// cv::waitKey(0); + + // shrink the rotated corners to get an enclosing box + int x_min = min({x1, x2, x3, x4}); + int y_min = min({y1, y2, y3, y4}); + int x_max = max({x1, x2, x3, x4}); + int y_max = max({y1, y2, y3, y4}); + + int w = x_max - x_min; + int h = y_max - y_min; + + if((float)(w * h) / (bboxes[i].width * bboxes[i].height) < threshold){ + bboxes.erase(bboxes.begin() + i); + labels.erase(labels.begin() + i); + }else{ + bboxes[i].x = x_min; + bboxes[i].y = y_min; + bboxes[i].width = w; + bboxes[i].height = h; + } + + } + } + + inline int clamp(int v, int lo, int hi){ + if(v < lo){ + return lo; + } + if(v > hi){ + return hi; + } + return v; + } + + inline void rotate(int* x, int* y, int cx, int cy, double angle){ +// int a = round(((*x) - cx) * cos(angle) - ((*y) - cy) * sin(angle) + cx); +// int b = round(((*x) - cx) * sin(angle) + ((*y) - cy) * cos(angle) + cy); +// *x = a; +// *y = b; + (*x) = round(((*x) - cx) * cos(angle) - ((*y) - cy) * sin(angle) + cx); + (*y) = round(((*x) - cx) * sin(angle) + ((*y) - cy) * cos(angle) + cy); + } + } } } \ No newline at end of file diff --git a/modules/imgaug/test/test_aug.cpp b/modules/imgaug/test/test_imgaug.cpp similarity index 100% rename from modules/imgaug/test/test_aug.cpp rename to modules/imgaug/test/test_imgaug.cpp From 6733574b75d9ef193a2ef1bcdec99b1f252ca834 Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Sun, 4 Sep 2022 19:27:24 +0800 Subject: [PATCH 04/22] Change test sample of Normalize; Remove blank lines; Change the input range of AdjustHue and ColorJitter --- .../include/opencv2/imgaug/functional.hpp | 2 +- .../include/opencv2/imgaug/transforms.hpp | 18 ++++++++++-------- modules/imgaug/samples/train_det_net.py | 5 ----- modules/imgaug/test/test_imgaug.cpp | 5 ++--- 4 files changed, 13 insertions(+), 17 deletions(-) diff --git a/modules/imgaug/include/opencv2/imgaug/functional.hpp b/modules/imgaug/include/opencv2/imgaug/functional.hpp index 74469efc9cc..fcc262cab26 100644 --- a/modules/imgaug/include/opencv2/imgaug/functional.hpp +++ b/modules/imgaug/include/opencv2/imgaug/functional.hpp @@ -57,7 +57,7 @@ namespace cv { static void adjustHue(Mat& img, double hue_factor) { // FIXME: the range of hue_factor needs to be modified - CV_Assert(hue_factor >= 0); + CV_Assert(hue_factor >= -1 && hue_factor <= 1); int num_channels = img.channels(); if (num_channels != 1 && num_channels != 3) { diff --git a/modules/imgaug/include/opencv2/imgaug/transforms.hpp b/modules/imgaug/include/opencv2/imgaug/transforms.hpp index 106e67477af..8b34b69e607 100644 --- a/modules/imgaug/include/opencv2/imgaug/transforms.hpp +++ b/modules/imgaug/include/opencv2/imgaug/transforms.hpp @@ -210,17 +210,21 @@ namespace cv{ /** Initialize the ColorJitter class. * * @param brightness Specify the lower and upper bounds for the brightness factor. - * When brightness factor is larger, the augmented image is brighter. By default this function is disabled, - * you should pass non-zero tuple to enable this function. + * Brightness factor is >= 0. When brightness factor is 1, the brightness of the augmented image will not be changed. + * When brightness factor is larger, the augmented image is brighter. + * By default this function is disabled. + * You can also pass cv::Vec2d() to disable this function manually. * @param contrast Specify the lower and upper bounds for the contrast factor. + * Contrast factor is >= 0. When contrast factor is 1, the contrast of the augmented image will not be changed. * When contrast factor is larger, the contrast of the destination image is larger. - * By default this function is disabled, you should pass non-zero tuple to enable this function. + * By default this function is disabled. You can also pass cv::Vec2d() to disable this function manually. * @param saturation Specify the lower and upper bounds for the saturation factor. + * Saturation factor is >= 0. When saturation factor is 1, the saturation of the augmented image will not be changed. * When saturation factor is larger, the saturation of the destination image is larger. - * By default this function is disabled, you should pass non-zero tuple to enable this function. + * By default this function is disabled. You can also pass cv::Vec2d() to disable this function manually. * @param hue Specify the lower and upper bounds for the hue factor. - * When hue factor is larger, the hue of the destination image is larger. - * By default this function is disabled, you should pass non-zero tuple to enable this function. + * Hue factor should be in range of -1 to 1. When hue factor is 0, the hue of the augmented image will not be changed. + * By default this function is disabled. You can also pass cv::Vec2d() to disable this function manually. */ CV_WRAP explicit ColorJitter(const Vec2d& brightness=Vec2d(), const Vec2d& contrast=Vec2d(), const Vec2d& saturation=Vec2d(), const Vec2d& hue=Vec2d()); @@ -427,6 +431,4 @@ namespace cv{ } } - - #endif diff --git a/modules/imgaug/samples/train_det_net.py b/modules/imgaug/samples/train_det_net.py index eeb0b9e7f03..20816784d07 100644 --- a/modules/imgaug/samples/train_det_net.py +++ b/modules/imgaug/samples/train_det_net.py @@ -194,8 +194,3 @@ def main(): if __name__ == '__main__': main() - - - - - diff --git a/modules/imgaug/test/test_imgaug.cpp b/modules/imgaug/test/test_imgaug.cpp index fc838f270e6..84ab464dc5b 100644 --- a/modules/imgaug/test/test_imgaug.cpp +++ b/modules/imgaug/test/test_imgaug.cpp @@ -324,10 +324,10 @@ TEST(Aug_Normalize, basic){ string ref_path = findDataFile("imgaug/normalize_test_10.jpg"); Mat ref = imread(ref_path); cv::imgaug::setSeed(15); + // Mean and std for ImageNet is [0.485, 0.456, 0.406], [0.229, 0.224, 0.225] in order of RGB. + // For order of BGR, they should be (0.406, 0.456, 0.485), (0.225, 0.224, 0.229) cv::imgaug::Normalize aug(Scalar(0.406, 0.456, 0.485), Scalar(0.225, 0.224, 0.229)); - aug.call(input, out); - cv::cvtColor(out, out, COLOR_RGB2BGR); out.convertTo(out, CV_8UC3, 255); if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { @@ -343,4 +343,3 @@ TEST(Aug_Normalize, basic){ }} - From 8300ece57ecccb7605fcd2d48c79e215f0734a4e Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Tue, 6 Sep 2022 21:33:34 +0800 Subject: [PATCH 05/22] add docs for det, modify constructors --- .../include/opencv2/imgaug/transforms_det.hpp | 18 +-- modules/imgaug/src/transforms.cpp | 122 +++++++++--------- modules/imgaug/src/transforms_det.cpp | 30 ++--- modules/imgaug/test/test_imgaug.cpp | 32 ++++- 4 files changed, 113 insertions(+), 89 deletions(-) diff --git a/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp b/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp index da59b2e5c62..9723a4a87d3 100644 --- a/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp +++ b/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp @@ -21,7 +21,7 @@ namespace cv{ //! Combine data augmentation methods into one and apply them sequentially to source image and annotation //! All combined data augmentation class must inherited from cv::imgaug::det::Transform - class CV_EXPORTS_W Compose{ + class CV_EXPORTS_W Compose : Transform{ public: /** @brief Initialize Compose class. * @@ -38,14 +38,14 @@ namespace cv{ * in which x, y is the coordinates of the left top corner of the bounding box and w, h is the width and height of the bounding box. * @param labels Class labels of the detected objects in source image. The order of the labels should correspond to the order of the bboxes. */ - CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, CV_IN_OUT std::vector& labels) const; + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, CV_IN_OUT std::vector& labels) const override; std::vector > transforms; }; class CV_EXPORTS_W RandomFlip: cv::imgaug::det::Transform{ public: - /** @breif Initialize the RandomFlip class. + /** @brief Initialize the RandomFlip class. * * @param flipCode flipCode to specify the axis along which image is flipped. Set * 0 for vertical axis, positive for horizontal axis, negative for both axes. @@ -70,7 +70,7 @@ namespace cv{ * in which x, y is the coordinates of the left top corner of the bounding box and w, h is the width and height of the bounding box. * @param labels Class labels of the detected objects in source image. The order of the labels should correspond to the order of the bboxes. */ - CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, std::vector& labels) const; + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, std::vector& labels) const override; /** @brief Flip the annotated bounding boxes. * @@ -115,7 +115,7 @@ namespace cv{ * in which x, y is the coordinates of the left top corner of the bounding box and w, h is the width and height of the bounding box. * @param labels Class labels of the detected objects in source image. The order of the labels should correspond to the order of the bboxes. */ - CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, std::vector& labels) const; + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, std::vector& labels) const override; /** @brief Resize the bounding boxes of the detected objects in the source image. * @@ -146,7 +146,7 @@ namespace cv{ * in which x, y is the coordinates of the left top corner of the bounding box and w, h is the width and height of the bounding box. * @param labels Class labels of the detected objects in source image. The order of the labels should correspond to the order of the bboxes. */ - CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, std::vector& labels) const; + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, std::vector& labels) const override; int code; }; @@ -157,7 +157,7 @@ namespace cv{ //! The resolution of the image is not changed after the transformation. The remaining area after shift is filled with 0. class CV_EXPORTS_W RandomTranslation: cv::imgaug::det::Transform{ public: - /** @breif Initialize the RandomTranslation class + /** @brief Initialize the RandomTranslation class * * @param translations Max translation pixels along x and y axes. * @param threshold Bounding boxes with area in the remaining image less than threshold will be dropped. @@ -173,7 +173,7 @@ namespace cv{ * in which x, y is the coordinates of the left top corner of the bounding box and w, h is the width and height of the bounding box. * @param labels Class labels of the detected objects in source image. The order of the labels should correspond to the order of the bboxes. */ - CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, std::vector& labels) const; + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, std::vector& labels) const override; /** @brief Translate bounding boxes and filter invalid bounding boxes after translation. * @@ -210,7 +210,7 @@ namespace cv{ * in which x, y is the coordinates of the left top corner of the bounding box and w, h is the width and height of the bounding box. * @param labels Class labels of the detected objects in source image. The order of the labels should correspond to the order of the bboxes. */ - CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, std::vector& labels) const; + CV_WRAP void call(InputArray src, OutputArray dst, CV_IN_OUT std::vector& bboxes, std::vector& labels) const override; /** @brief Rotate bounding boxes and filter out invalid bounding boxes after rotation. * diff --git a/modules/imgaug/src/transforms.cpp b/modules/imgaug/src/transforms.cpp index f1d6f42642f..5176ead8f8f 100644 --- a/modules/imgaug/src/transforms.cpp +++ b/modules/imgaug/src/transforms.cpp @@ -62,12 +62,12 @@ namespace cv{ } - RandomCrop::RandomCrop(const Size& sz, const Vec4i& padding, bool pad_if_need, int fill, int padding_mode): - sz (sz), - padding (padding), - pad_if_need (pad_if_need), - fill (fill), - padding_mode (padding_mode){}; + RandomCrop::RandomCrop(const Size& _sz, const Vec4i& _padding, bool _pad_if_need, int _fill, int _padding_mode): + sz (_sz), + padding (_padding), + pad_if_need (_pad_if_need), + fill (_fill), + padding_mode (_padding_mode){}; void RandomCrop::call(InputArray src, OutputArray dst) const{ randomCrop(src, dst, sz, padding, pad_if_need, fill, padding_mode); @@ -95,16 +95,16 @@ namespace cv{ _dst.move(src); } - RandomFlip::RandomFlip(int flipCode, double p): - flipCode(flipCode), - p(p){}; + RandomFlip::RandomFlip(int _flipCode, double _p): + flipCode(_flipCode), + p(_p){}; void RandomFlip::call(InputArray src, OutputArray dst) const{ randomFlip(src, dst); } - Compose::Compose(std::vector >& transforms): - transforms(transforms){}; + Compose::Compose(std::vector >& _transforms): + transforms(_transforms){}; void Compose::call(InputArray _src, OutputArray _dst) const{ Mat src = _src.getMat(); @@ -115,9 +115,9 @@ namespace cv{ src.copyTo(_dst); } - Resize::Resize(const Size& sz, int interpolation): - sz(sz), - interpolation(interpolation){}; + Resize::Resize(const Size& _sz, int _interpolation): + sz(_sz), + interpolation(_interpolation){}; void Resize::call(InputArray src, OutputArray dst) const{ resize(src, dst, sz, 0, 0, interpolation); @@ -152,17 +152,17 @@ namespace cv{ } - CenterCrop::CenterCrop(const Size& size) : - size(size) {}; + CenterCrop::CenterCrop(const Size& _size) : + size(_size) {}; void CenterCrop::call(InputArray src, OutputArray dst) const { centerCrop(src, dst, size); } - Pad::Pad(const Vec4i& padding, const Scalar& fill, int padding_mode) : - padding(padding), - fill(fill), - padding_mode(padding_mode) {}; + Pad::Pad(const Vec4i& _padding, const Scalar& _fill, int _padding_mode) : + padding(_padding), + fill(_fill), + padding_mode(_padding_mode) {}; void Pad::call(InputArray src, OutputArray dst) const { copyMakeBorder(src, dst, padding[0], padding[1], padding[2], padding[3], padding_mode, fill); @@ -218,11 +218,11 @@ namespace cv{ } - RandomResizedCrop::RandomResizedCrop(const Size& size, const Vec2d& scale, const Vec2d& ratio, int interpolation) : - size(size), - scale(scale), - ratio(ratio), - interpolation(interpolation) {}; + RandomResizedCrop::RandomResizedCrop(const Size& _size, const Vec2d& _scale, const Vec2d& _ratio, int _interpolation) : + size(_size), + scale(_scale), + ratio(_ratio), + interpolation(_interpolation) {}; void RandomResizedCrop::call(InputArray src, OutputArray dst) const{ randomResizedCrop(src, dst, size, scale, ratio, interpolation); @@ -260,12 +260,12 @@ namespace cv{ _dst.move(src); } - ColorJitter::ColorJitter(const Vec2d &brightness, const Vec2d &contrast, const Vec2d &saturation, - const Vec2d &hue): - brightness(brightness), - contrast(contrast), - saturation(saturation), - hue(hue){}; + ColorJitter::ColorJitter(const Vec2d& _brightness, const Vec2d& _contrast, const Vec2d& _saturation, + const Vec2d& _hue): + brightness(_brightness), + contrast(_contrast), + saturation(_saturation), + hue(_hue){}; void ColorJitter::call(InputArray src, OutputArray dst) const{ colorJitter(src, dst, brightness, contrast, saturation, hue); @@ -285,12 +285,12 @@ namespace cv{ warpAffine(src, _dst, r, src.size(), interpolation, BORDER_CONSTANT, fill); } - RandomRotation::RandomRotation(const Vec2d& degrees, int interpolation, bool expand, const Point2f& center, const Scalar& fill): - degrees(degrees), - interpolation(interpolation), - expand(expand), - center(center), - fill(fill){}; + RandomRotation::RandomRotation(const Vec2d& _degrees, int _interpolation, bool _expand, const Point2f& _center, const Scalar& _fill): + degrees(_degrees), + interpolation(_interpolation), + expand(_expand), + center(_center), + fill(_fill){}; void RandomRotation::call(InputArray src, OutputArray dst) const{ randomRotation(src, dst, degrees, interpolation, expand, center, fill); @@ -308,8 +308,8 @@ namespace cv{ merge(channels, 3, _dst); } - GrayScale::GrayScale(int num_channels): - num_channels(num_channels){}; + GrayScale::GrayScale(int _num_channels): + num_channels(_num_channels){}; void GrayScale::call(InputArray _src, OutputArray _dst) const{ grayScale(_src, _dst, num_channels); @@ -324,8 +324,8 @@ namespace cv{ _dst.move(src); } - RandomGrayScale::RandomGrayScale(double p): - p(p){}; + RandomGrayScale::RandomGrayScale(double _p): + p(_p){}; void RandomGrayScale::call(InputArray src, OutputArray dst) const{ randomGrayScale(src, dst); @@ -398,21 +398,21 @@ namespace cv{ rect.y = (height - rect.height) / 2; } - RandomErasing::RandomErasing(double p, const Vec2d &scale, const Vec2d &ratio, const Scalar &value, bool inplace): - p(p), - scale(scale), - ratio(ratio), - value(value), - inplace(inplace){}; + RandomErasing::RandomErasing(double _p, const Vec2d& _scale, const Vec2d& _ratio, const Scalar& _value, bool _inplace): + p(_p), + scale(_scale), + ratio(_ratio), + value(_value), + inplace(_inplace){}; void RandomErasing::call(InputArray src, OutputArray dst) const{ randomErasing(src, dst, p, scale, ratio, value, inplace); } // NOTE: because Scalar contains 4 elements at most, normalize can only apply to image with channels no more than 4. - Normalize::Normalize(const Scalar &mean, const Scalar &std): - mean(mean), - std(std){}; + Normalize::Normalize(const Scalar& _mean, const Scalar& _std): + mean(_mean), + std(_std){}; void Normalize::call(InputArray _src, OutputArray _dst) const{ Mat src = _src.getMat(); @@ -442,9 +442,9 @@ namespace cv{ cv::GaussianBlur(src, dst, kernel_size, sigmaX); } - GaussianBlur::GaussianBlur(const Size &kernel_size, const Vec2f &sigma): - kernel_size(kernel_size), - sigma(sigma){}; + GaussianBlur::GaussianBlur(const Size& _kernel_size, const Vec2f& _sigma): + kernel_size(_kernel_size), + sigma(_sigma){}; void GaussianBlur::call(InputArray src, OutputArray dst) const{ gaussianBlur(src, dst, kernel_size, sigma); @@ -534,14 +534,14 @@ namespace cv{ } - RandomAffine::RandomAffine(const Vec2f& degrees, const Vec2f& translations, const Vec2f& scales, const Vec4f& shears, int interpolation, const Scalar& fill, const Point2i& center): - degrees(degrees), - translations(translations), - scales(scales), - shears(shears), - interpolation(interpolation), - fill(fill), - center(center){}; + RandomAffine::RandomAffine(const Vec2f& _degrees, const Vec2f& _translations, const Vec2f& _scales, const Vec4f& _shears, int _interpolation, const Scalar& _fill, const Point2i& _center): + degrees(_degrees), + translations(_translations), + scales(_scales), + shears(_shears), + interpolation(_interpolation), + fill(_fill), + center(_center){}; void RandomAffine::call(InputArray src, OutputArray dst) const{ randomAffine(src, dst, degrees, translations, scales, shears, interpolation, fill, center); diff --git a/modules/imgaug/src/transforms_det.cpp b/modules/imgaug/src/transforms_det.cpp index 1417ee72fbb..269ff0825f0 100644 --- a/modules/imgaug/src/transforms_det.cpp +++ b/modules/imgaug/src/transforms_det.cpp @@ -13,8 +13,8 @@ namespace cv{ int clamp(int v, int lo, int hi); void rotate(int* x, int* y, int cx, int cy, double angle); - Compose::Compose(std::vector >& transforms): - transforms(transforms){}; + Compose::Compose(std::vector >& _transforms): + transforms(_transforms){}; void Compose::call(InputArray src, OutputArray dst, std::vector& target, std::vector& labels) const{ for(cv::imgaug::det::Transform* transform:transforms){ @@ -22,8 +22,8 @@ namespace cv{ } } - RandomFlip::RandomFlip(int flipCode, float p): - flipCode(flipCode), p(p) + RandomFlip::RandomFlip(int _flipCode, float _p): + flipCode(_flipCode), p(_p) { if(p < 0 || p > 1){ CV_Error(Error::Code::StsBadArg, "probability p must be between range 0 and 1"); @@ -51,7 +51,7 @@ namespace cv{ * flipCode > 0 (flip horizontally): (x', y') = (img.width - x - bbox.width, y) * flipCode < 0 (flip diagonally): (x', y') = (img.width - x - bbox.width, img.height - y - bbox.height) */ - for(int i = 0; i < target.size(); i++){ + for(unsigned i = 0; i < target.size(); i++){ if(flipCode == 0){ target[i].y = size.height - target[i].y - target[i].height; }else if(flipCode > 0){ @@ -66,8 +66,8 @@ namespace cv{ // RandomCrop::RandomCrop(const Size& sz, const Vec4i& padding, bool pad_if_need, const Scalar& fill, int padding_mode): // sz(sz), padding(padding), pad_if_need(pad_if_need), fill(fill), padding_mode(padding_mode){}; - Resize::Resize(const Size& size, int interpolation): - size(size), interpolation(interpolation){}; + Resize::Resize(const Size& _size, int _interpolation): + size(_size), interpolation(_interpolation){}; void Resize::call(InputArray _src, OutputArray dst, std::vector& target, std::vector& labels) const{ Mat src = _src.getMat(); @@ -84,17 +84,17 @@ namespace cv{ } } - Convert::Convert(int code): - code(code){}; + Convert::Convert(int _code): + code(_code){}; void Convert::call(InputArray src, OutputArray dst, std::vector& target, std::vector& labels) const{ cvtColor(src, dst, code); } - RandomTranslation::RandomTranslation(const cv::Vec2i &translations, float threshold): - translations(translations), - threshold(threshold){}; + RandomTranslation::RandomTranslation(const cv::Vec2i& _translations, float _threshold): + translations(_translations), + threshold(_threshold){}; void RandomTranslation::call(cv::InputArray _src, cv::OutputArray _dst, std::vector &bboxes, std::vector& labels) const { @@ -135,9 +135,9 @@ namespace cv{ } } - RandomRotation::RandomRotation(const cv::Vec2d &angles, double threshold): - angles(angles), - threshold(threshold){}; + RandomRotation::RandomRotation(const cv::Vec2d &_angles, double _threshold): + angles(_angles), + threshold(_threshold){}; void RandomRotation::call(cv::InputArray _src, cv::OutputArray _dst, std::vector &bboxes, std::vector &labels) const { diff --git a/modules/imgaug/test/test_imgaug.cpp b/modules/imgaug/test/test_imgaug.cpp index 84ab464dc5b..d8e338bf0e9 100644 --- a/modules/imgaug/test/test_imgaug.cpp +++ b/modules/imgaug/test/test_imgaug.cpp @@ -84,8 +84,6 @@ TEST(Aug_RandomCrop, padding){ int th = 200; int tw = 200; - int i; - int j; Vec4d padding {10, 20, 30, 40}; string ref_path = findDataFile("imgaug/random_crop_test_1.jpg"); @@ -95,8 +93,7 @@ TEST(Aug_RandomCrop, padding){ cv::imgaug::RandomCrop aug(Size(tw, th), padding); Mat out; aug.call(input, out); -// imshow("out", out); -// waitKey(0); + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { // Calculate the L2 relative error between images. double errorL2 = cv::norm( out, ref, NORM_L2 ); @@ -342,4 +339,31 @@ TEST(Aug_Normalize, basic){ } +TEST(Aug_ColorJitter, basic){ + cout << "run test: color jitter (basic)" << endl; + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat input = imread(img_path); + Mat out; + + string ref_path = findDataFile("imgaug/color_jitter_test_11.jpg"); + Mat ref = imread(ref_path); + cv::imgaug::setSeed(15); + // Mean and std for ImageNet is [0.485, 0.456, 0.406], [0.229, 0.224, 0.225] in order of RGB. + // For order of BGR, they should be (0.406, 0.456, 0.485), (0.225, 0.224, 0.229) + cv::imgaug::ColorJitter aug(cv::Vec2d(0, 2), cv::Vec2d(0, 2), cv::Vec2d(0, 2), cv::Vec2d(-0.5, 0.5)); + aug.call(input, out); + + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols ) { + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + + }} From c3d1ad6e06b6c72aac720d02c20d34f39615e732 Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Wed, 7 Sep 2022 20:15:58 +0800 Subject: [PATCH 06/22] create source file for fucntional; add doc for functional.hpp; modify samples --- .../include/opencv2/imgaug/functional.hpp | 98 ++++++------------- .../include/opencv2/imgaug/transforms_det.hpp | 2 +- modules/imgaug/samples/opencv_aug_demo.py | 5 +- modules/imgaug/src/functional.cpp | 75 ++++++++++++++ modules/imgaug/src/transforms_det.cpp | 9 +- 5 files changed, 110 insertions(+), 79 deletions(-) create mode 100644 modules/imgaug/src/functional.cpp diff --git a/modules/imgaug/include/opencv2/imgaug/functional.hpp b/modules/imgaug/include/opencv2/imgaug/functional.hpp index fcc262cab26..8902b5e0c5a 100644 --- a/modules/imgaug/include/opencv2/imgaug/functional.hpp +++ b/modules/imgaug/include/opencv2/imgaug/functional.hpp @@ -9,77 +9,37 @@ namespace cv { //! @addtogroup imgaug //! @{ - static void adjustBrightness(Mat& img, double brightness_factor){ - CV_Assert(brightness_factor >= 0); - int channels = img.channels(); - if(channels != 1 and channels != 3){ - CV_Error(Error::BadNumChannels, "Only support images with 1 or 3 channels"); - } - img = img * brightness_factor; - } + /** @brief Adjust the brightness of the given image. + * + * @param img Source image. This operation is inplace. + * @param brightness_factor brightness factor which controls the brightness of the adjusted image. + * Brightness factor should be >= 0. When brightness factor is larger than 1, the output image will be brighter than original. + * When brightness factor is less than 1, the output image will be darker than original. + */ + void adjustBrightness(Mat& img, double brightness_factor); + + /** @brief Adjust the contrast of the given image. + * + * @param img Source image. This operation is inplace. + * @param contrast_factor contrast factor should be larger than 1. It controls the contrast of the adjusted image. + */ + void adjustContrast(Mat& img, double contrast_factor); + + /** @brief Adjust the saturation of the given image. + * + * @param img Source image. This operation is inplace. + * @param saturation_factor saturation factor should be larger than 1. It controls the saturation of the adjusted image. + */ + void adjustSaturation(Mat& img, double saturation_factor); + + /** @brief Adjust the hue of the given image. + * + * @param img Source image. This operation is inplace. + * @param hue_factor hue factor should be in range [-1, 1]. It controls the hue of the adjusted image. + */ + void adjustHue(Mat& img, double hue_factor); - static void adjustContrast(Mat& img, double contrast_factor){ - - CV_Assert(contrast_factor >= 0); - - int num_channels = img.channels(); - if(num_channels != 1 && num_channels != 3){ - CV_Error(Error::BadNumChannels, "Only support images with 1 or 3 channels"); - } - Mat channels[num_channels]; - split(img, channels); - std::vector new_channels; - for(int i=0; i < num_channels; i++){ - Mat& channel = channels[i]; - Scalar avg = mean(channel); - Mat avg_mat(channel.size(), channel.type(), avg); - Mat new_channel = contrast_factor * channel + (1-contrast_factor) * avg_mat; - new_channels.push_back(new_channel); - } - merge(new_channels, img); - } - - static void adjustSaturation(Mat& img, double saturation_factor){ - CV_Assert(saturation_factor >= 0); - - int num_channels = img.channels(); - if(num_channels != 1 && num_channels != 3){ - CV_Error(Error::BadNumChannels, "Only support images with 1 or 3 channels"); - } - if(img.channels() == 1) return; - Mat gray; - cvtColor(img, gray, COLOR_BGR2GRAY); - std::vector gray_arrays = {gray, gray, gray}; - merge(gray_arrays, gray); - img = saturation_factor * img + (1-saturation_factor) * gray; - } - - static void adjustHue(Mat& img, double hue_factor) { - // FIXME: the range of hue_factor needs to be modified - CV_Assert(hue_factor >= -1 && hue_factor <= 1); - - int num_channels = img.channels(); - if (num_channels != 1 && num_channels != 3) { - CV_Error(Error::BadNumChannels, "Only support images with 1 or 3 channels"); - } - - if (num_channels == 1) return; - int hue_shift = saturate_cast (hue_factor * 180); - Mat hsv; - cvtColor(img, hsv, COLOR_BGR2HSV); - for (int j=0; j(j, i)[0]; - if(h + hue_shift > 180) - h = h + hue_shift - 180; - else - h = h + hue_shift; - hsv.at(j, i)[0] = h; - } - } - cvtColor(hsv, img, COLOR_HSV2BGR); - } //! @} }; diff --git a/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp b/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp index 9723a4a87d3..fab654ffa94 100644 --- a/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp +++ b/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp @@ -221,7 +221,7 @@ namespace cv{ * @param cx x coordinate of the rotation center. * @param cy y coordinate of the rotation center. */ - CV_WRAP void rotateBoundingBoxes(std::vector& bboxes, std::vector &labels, const Size& imgSize, double angle, int cx, int cy, Mat& img) const; + CV_WRAP void rotateBoundingBoxes(std::vector& bboxes, std::vector &labels, const Size& imgSize, double angle, int cx, int cy) const; Vec2d angles; double threshold; diff --git a/modules/imgaug/samples/opencv_aug_demo.py b/modules/imgaug/samples/opencv_aug_demo.py index 190ee2c3187..425f4a59d80 100644 --- a/modules/imgaug/samples/opencv_aug_demo.py +++ b/modules/imgaug/samples/opencv_aug_demo.py @@ -1,5 +1,4 @@ import cv2 -import matplotlib.pyplot as plt def random_crop(image): @@ -42,9 +41,7 @@ def main(): image = cv2.imread(input_path) image = compose(image) - - plt.imshow(image) - plt.show() + cv2.imshow(image) if __name__ == '__main__': diff --git a/modules/imgaug/src/functional.cpp b/modules/imgaug/src/functional.cpp new file mode 100644 index 00000000000..20580533517 --- /dev/null +++ b/modules/imgaug/src/functional.cpp @@ -0,0 +1,75 @@ +#include "precomp.hpp" + +namespace cv{ + + void adjustBrightness(Mat& img, double brightness_factor){ + CV_Assert(brightness_factor >= 0); + + int channels = img.channels(); + if(channels != 1 and channels != 3){ + CV_Error(Error::BadNumChannels, "Only support images with 1 or 3 channels"); + } + img = img * brightness_factor; + } + + void adjustContrast(Mat& img, double contrast_factor){ + CV_Assert(contrast_factor >= 0); + + int num_channels = img.channels(); + if(num_channels != 1 && num_channels != 3){ + CV_Error(Error::BadNumChannels, "Only support images with 1 or 3 channels"); + } + Mat channels[num_channels]; + split(img, channels); + std::vector new_channels; + for(int i=0; i < num_channels; i++){ + Mat& channel = channels[i]; + Scalar avg = mean(channel); + Mat avg_mat(channel.size(), channel.type(), avg); + Mat new_channel = contrast_factor * channel + (1-contrast_factor) * avg_mat; + new_channels.push_back(new_channel); + } + merge(new_channels, img); + } + + void adjustSaturation(Mat& img, double saturation_factor){ + CV_Assert(saturation_factor >= 0); + + int num_channels = img.channels(); + if(num_channels != 1 && num_channels != 3){ + CV_Error(Error::BadNumChannels, "Only support images with 1 or 3 channels"); + } + if(img.channels() == 1) return; + Mat gray; + cvtColor(img, gray, COLOR_BGR2GRAY); + std::vector gray_arrays = {gray, gray, gray}; + merge(gray_arrays, gray); + img = saturation_factor * img + (1-saturation_factor) * gray; + } + + void adjustHue(Mat& img, double hue_factor) { + // FIXME: the range of hue_factor needs to be modified + CV_Assert(hue_factor >= -1 && hue_factor <= 1); + + int num_channels = img.channels(); + if (num_channels != 1 && num_channels != 3) { + CV_Error(Error::BadNumChannels, "Only support images with 1 or 3 channels"); + } + + if (num_channels == 1) return; + int hue_shift = saturate_cast (hue_factor * 180); + Mat hsv; + cvtColor(img, hsv, COLOR_BGR2HSV); + for (int j=0; j(j, i)[0]; + if(h + hue_shift > 180) + h = h + hue_shift - 180; + else + h = h + hue_shift; + hsv.at(j, i)[0] = h; + } + } + cvtColor(hsv, img, COLOR_HSV2BGR); + } +} diff --git a/modules/imgaug/src/transforms_det.cpp b/modules/imgaug/src/transforms_det.cpp index 269ff0825f0..fa182020965 100644 --- a/modules/imgaug/src/transforms_det.cpp +++ b/modules/imgaug/src/transforms_det.cpp @@ -116,7 +116,7 @@ namespace cv{ void RandomTranslation::translateBoundingBox(std::vector &bboxes, std::vector &labels, const cv::Size &imgSize, int tx, int ty) const { - for(int i=0; i < bboxes.size(); i++){ + for(unsigned i=0; i < bboxes.size(); i++){ int x1 = clamp(bboxes[i].x + tx, 0, imgSize.width); int y1 = clamp(bboxes[i].y + ty, 0, imgSize.height); int x2 = clamp(bboxes[i].x + bboxes[i].width + tx, 0, imgSize.width); @@ -152,13 +152,13 @@ namespace cv{ // cv::imshow("src", src); Mat dst = _dst.getMat(); - rotateBoundingBoxes(bboxes, labels, src.size(), angle, src.cols / 2, src.rows / 2, dst); + rotateBoundingBoxes(bboxes, labels, src.size(), angle, src.cols / 2, src.rows / 2); } void RandomRotation::rotateBoundingBoxes(std::vector &bboxes, std::vector &labels, - const cv::Size &imgSize, double angle, int cx, int cy, Mat& img) const { - for(int i=0; i < bboxes.size(); i++){ + const cv::Size &imgSize, double angle, int cx, int cy) const { + for(unsigned i=0; i < bboxes.size(); i++){ int x1 = bboxes[i].x; int y1 = bboxes[i].y; int x2 = bboxes[i].x + bboxes[i].width; @@ -224,7 +224,6 @@ namespace cv{ (*x) = round(((*x) - cx) * cos(angle) - ((*y) - cy) * sin(angle) + cx); (*y) = round(((*x) - cx) * sin(angle) + ((*y) - cy) * cos(angle) + cy); } - } } } \ No newline at end of file From 437a20616d14aa6ca740340cb1c6c163cf55d4bf Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Thu, 8 Sep 2022 16:18:59 +0800 Subject: [PATCH 07/22] add assert to check params for det methods --- .../include/opencv2/imgaug/transforms.hpp | 24 +++++----- .../include/opencv2/imgaug/transforms_det.hpp | 3 +- modules/imgaug/src/transforms.cpp | 48 +++++-------------- modules/imgaug/src/transforms_det.cpp | 32 ++++--------- 4 files changed, 33 insertions(+), 74 deletions(-) diff --git a/modules/imgaug/include/opencv2/imgaug/transforms.hpp b/modules/imgaug/include/opencv2/imgaug/transforms.hpp index 8b34b69e607..269e2f2bf51 100644 --- a/modules/imgaug/include/opencv2/imgaug/transforms.hpp +++ b/modules/imgaug/include/opencv2/imgaug/transforms.hpp @@ -248,12 +248,10 @@ namespace cv{ * * @param degrees Specify the lower and upper bounds for the rotation degree. * @param interpolation Interpolation mode. Refer to #InterpolationFlags for more details. - * @param expand Whether to expands the destination image to make it large enough to hold the entire rotated image. - * If you need expand, set it to true. Set it false to make the output image the same size as the input image. * @param center Rotation center, origin is the left corner of the image. By default it is set to the center of the image. * @param fill Fill value for the area outside the rotated image. Default is 0 for all channels. */ - CV_WRAP explicit RandomRotation(const Vec2d& degrees, int interpolation=INTER_LINEAR, bool expand=false, const Point2f& center=Point2f(), const Scalar& fill=Scalar()); + CV_WRAP explicit RandomRotation(const Vec2d& degrees, int interpolation=INTER_LINEAR, const Point2f& center=Point2f(), const Scalar& fill=Scalar()); /** Apply augmentation method on source image. This operation is not inplace. * @@ -264,7 +262,6 @@ namespace cv{ Vec2d degrees; int interpolation; - bool expand; Point2f center; Scalar fill; }; @@ -415,15 +412,16 @@ namespace cv{ }; //! @cond IGNORED - CV_EXPORTS_W void randomCrop(InputArray src, OutputArray dst, const Size& sz, const Vec4i& padding=Vec4i() , bool pad_if_need=false, int fill=0, int padding_mode=BORDER_CONSTANT);CV_EXPORTS_W void randomFlip(InputArray src, OutputArray dst, int flipCode=0, double p=0.5); - CV_EXPORTS_W void centerCrop(InputArray src, OutputArray dst, const Size& size); - CV_EXPORTS void randomResizedCrop(InputArray src, OutputArray dst, const Size& size, const Vec2d& scale = Vec2d(0.08, 1.0), const Vec2d& ratio = Vec2d(3.0 / 4.0, 4.0 / 3.0), int interpolation = INTER_LINEAR); - CV_EXPORTS void colorJitter(InputArray src, OutputArray dst, const Vec2d& brightness=Vec2d(), const Vec2d& contrast=Vec2d(), const Vec2d& saturation=Vec2d(), const Vec2d& hue=Vec2d()); - CV_EXPORTS void randomRotation(InputArray src, OutputArray dst, const Vec2d& degrees, int interpolation=INTER_LINEAR, bool expand=false, const Point2f& center=Point2f(), const Scalar& fill=Scalar(0)); - CV_EXPORTS void randomGrayScale(InputArray src, OutputArray dst, double p=0.1); - CV_EXPORTS void randomErasing(InputArray src, OutputArray dst, double p=0.5, const Vec2d& scale=Vec2d(0.02, 0.33), const Vec2d& ratio=Vec2d(0.3, 0.33), const Scalar& value=Scalar(0, 100, 100), bool inplace=false); - CV_EXPORTS void gaussianBlur(InputArray src, OutputArray dst, const Size& kernel_size, const Vec2f& sigma=Vec2f(0.1, 2.0)); - CV_EXPORTS void randomAffine(InputArray src, OutputArray dst, const Vec2f& degrees=Vec2f(0., 0.), const Vec2f& translations=Vec2f(0., 0.), const Vec2f& scales=Vec2f(1., 1.), const Vec4f& shears=Vec4f(0., 0., 0., 0.), int interpolation=INTER_NEAREST, const Scalar& fill=Scalar(), const Point2i& center=Point2i(-1, -1)); + void grayScale(InputArray _src, OutputArray _dst, int num_channels); + void randomCrop(InputArray src, OutputArray dst, const Size& sz, const Vec4i& padding=Vec4i() , bool pad_if_need=false, int fill=0, int padding_mode=BORDER_CONSTANT);CV_EXPORTS_W void randomFlip(InputArray src, OutputArray dst, int flipCode=0, double p=0.5); + void centerCrop(InputArray src, OutputArray dst, const Size& size); + void randomResizedCrop(InputArray src, OutputArray dst, const Size& size, const Vec2d& scale = Vec2d(0.08, 1.0), const Vec2d& ratio = Vec2d(3.0 / 4.0, 4.0 / 3.0), int interpolation = INTER_LINEAR); + void colorJitter(InputArray src, OutputArray dst, const Vec2d& brightness=Vec2d(), const Vec2d& contrast=Vec2d(), const Vec2d& saturation=Vec2d(), const Vec2d& hue=Vec2d()); + void randomRotation(InputArray src, OutputArray dst, const Vec2d& degrees, int interpolation=INTER_LINEAR, const Point2f& center=Point2f(), const Scalar& fill=Scalar(0)); + void randomGrayScale(InputArray src, OutputArray dst, double p=0.1); + void randomErasing(InputArray src, OutputArray dst, double p=0.5, const Vec2d& scale=Vec2d(0.02, 0.33), const Vec2d& ratio=Vec2d(0.3, 0.33), const Scalar& value=Scalar(0, 100, 100), bool inplace=false); + void gaussianBlur(InputArray src, OutputArray dst, const Size& kernel_size, const Vec2f& sigma=Vec2f(0.1, 2.0)); + void randomAffine(InputArray src, OutputArray dst, const Vec2f& degrees=Vec2f(0., 0.), const Vec2f& translations=Vec2f(0., 0.), const Vec2f& scales=Vec2f(1., 1.), const Vec4f& shears=Vec4f(0., 0., 0., 0.), int interpolation=INTER_NEAREST, const Scalar& fill=Scalar(), const Point2i& center=Point2i(-1, -1)); //! @endcond //! @} diff --git a/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp b/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp index fab654ffa94..64f0073486a 100644 --- a/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp +++ b/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp @@ -216,12 +216,11 @@ namespace cv{ * * @param bboxes Bounding box annotations. * @param labels Class labels of the detected objects in source image. - * @param imgSize Size of the source image. * @param angle Rotation angle in degree. * @param cx x coordinate of the rotation center. * @param cy y coordinate of the rotation center. */ - CV_WRAP void rotateBoundingBoxes(std::vector& bboxes, std::vector &labels, const Size& imgSize, double angle, int cx, int cy) const; + CV_WRAP void rotateBoundingBoxes(std::vector& bboxes, std::vector &labels, double angle, int cx, int cy) const; Vec2d angles; double threshold; diff --git a/modules/imgaug/src/transforms.cpp b/modules/imgaug/src/transforms.cpp index 5176ead8f8f..fd4888488f9 100644 --- a/modules/imgaug/src/transforms.cpp +++ b/modules/imgaug/src/transforms.cpp @@ -16,15 +16,12 @@ namespace cv{ static void getAffineMatrix(Mat mat, float angle, float tx, float ty, float scale, float shear_x, float shear_y, int cx, int cy); void randomCrop(InputArray _src, OutputArray _dst, const Size& sz, const Vec4i& padding, bool pad_if_need, int fill, int padding_mode){ - // FIXME: whether the size of src should be (src.cols+left+right, src.rows+top+bottom) - Mat src = _src.getMat(); if(padding != Vec4i()){ copyMakeBorder(src, src, padding[0], padding[1], padding[2], padding[3], padding_mode, fill); } - // NOTE: make sure src.rows == src.size().height and src.cols = src.size().width // pad the height if needed if(pad_if_need && src.rows < sz.height){ Vec4i _padding = {sz.height - src.rows, sz.height - src.rows, 0, 0}; @@ -74,20 +71,12 @@ namespace cv{ } void randomFlip(InputArray _src, OutputArray _dst, int flipCode, double p){ - /* - * flipCode: - * 0 is vertical flip - * 1 is horizontal flip - * -1 is flip bott horizontally and vertically - */ bool flag = rng.uniform(0., 1.) < p; Mat src = _src.getMat(); -// _dst.create(src.size(), src.type()); -// Mat dst = _dst.getMat(); + if(!flag){ -// src.copyTo(dst); _dst.move(src); return; } @@ -123,7 +112,6 @@ namespace cv{ resize(src, dst, sz, 0, 0, interpolation); } - // size: (width, height) void centerCrop(InputArray _src, OutputArray _dst, const Size& size) { Mat src = _src.getMat(); Mat padded(src); @@ -143,13 +131,6 @@ namespace cv{ Mat cropped(padded, Rect(x, y, size.width, size.height)); _dst.move(cropped); -// _dst.create(size, src.type()); -// Mat dst = _dst.getMat(); - // Ensure the size of the cropped image is the same as the size of the dst -// CV_Assert(cropped.size() == dst.size() && cropped.type() == dst.type()); -// cropped.copyTo(dst); - - } CenterCrop::CenterCrop(const Size& _size) : @@ -232,7 +213,7 @@ namespace cv{ // TODO: check input values Mat src = _src.getMat(); - double brightness_factor, contrast_factor, saturation_factor, hue_factor; + double brightness_factor = 1, contrast_factor = 1, saturation_factor = 1, hue_factor = 0; if(brightness != Vec2d()) brightness_factor = rng.uniform(brightness[0], brightness[1]); @@ -247,13 +228,13 @@ namespace cv{ std::random_shuffle(order, order+4); for(int i : order){ - if(i == 1 && brightness != Vec2d()) + if(i == 1 && brightness_factor != 1) cv::adjustBrightness(src, brightness_factor); - if(i == 2 && contrast != Vec2d()) + if(i == 2 && contrast_factor != 1) cv::adjustContrast(src, contrast_factor); - if(i == 3 && saturation != Vec2d()) + if(i == 3 && saturation_factor != 1) cv::adjustSaturation(src, saturation_factor); - if(i == 4 && hue != Vec2d()) + if(i == 4 && hue_factor != 0) cv::adjustHue(src, hue_factor); } @@ -271,7 +252,7 @@ namespace cv{ colorJitter(src, dst, brightness, contrast, saturation, hue); } - void randomRotation(InputArray _src, OutputArray _dst, const Vec2d& degrees, int interpolation, bool expand, const Point2f& center, const Scalar& fill){ + void randomRotation(InputArray _src, OutputArray _dst, const Vec2d& degrees, int interpolation, const Point2f& center, const Scalar& fill){ Mat src = _src.getMat(); // TODO: check the validation of degrees double angle = rng.uniform(degrees[0], degrees[1]); @@ -285,15 +266,14 @@ namespace cv{ warpAffine(src, _dst, r, src.size(), interpolation, BORDER_CONSTANT, fill); } - RandomRotation::RandomRotation(const Vec2d& _degrees, int _interpolation, bool _expand, const Point2f& _center, const Scalar& _fill): + RandomRotation::RandomRotation(const Vec2d& _degrees, int _interpolation, const Point2f& _center, const Scalar& _fill): degrees(_degrees), interpolation(_interpolation), - expand(_expand), center(_center), fill(_fill){}; void RandomRotation::call(InputArray src, OutputArray dst) const{ - randomRotation(src, dst, degrees, interpolation, expand, center, fill); + randomRotation(src, dst, degrees, interpolation, center, fill); } void grayScale(InputArray _src, OutputArray _dst, int num_channels){ @@ -333,7 +313,6 @@ namespace cv{ void randomErasing(InputArray _src, OutputArray _dst, double p, const Vec2d& scale, const Vec2d& ratio, const Scalar& value, bool inplace){ // TODO: check the range of input values - // TODO: currently inplace takes no effect Mat src = _src.getMat(); if(rng.uniform(0., 1.) >= p){ _dst.move(src); @@ -357,8 +336,10 @@ namespace cv{ } } - _dst.move(src); - + if(inplace) + _dst.move(src); + else + src.copyTo(_dst); } static void getRandomErasingCropParams(int height, int width, const Vec2d& scale, const Vec2d& ratio, Rect& rect) { @@ -416,7 +397,6 @@ namespace cv{ void Normalize::call(InputArray _src, OutputArray _dst) const{ Mat src = _src.getMat(); -// cvtColor(src, src, COLOR_BGR2RGB); _dst.create(src.size(), CV_32FC3); Mat dst = _dst.getMat(); @@ -434,7 +414,6 @@ namespace cv{ } merge(channels, dst); -// cvtColor(dst, dst, COLOR_RGB2BGR); } void gaussianBlur(InputArray src, OutputArray dst, const Size& kernel_size, const Vec2f& sigma){ @@ -498,7 +477,6 @@ namespace cv{ } static void getRandomAffineParams(const Size& size, const Vec2f& degrees, const Vec2f& translations, const Vec2f& scales, const Vec4f& shears, float* angle, float* translation_x, float* translation_y, float* scale, float* shear_x, float* shear_y){ -// RNG rng = RNG(getTickCount()); if(degrees == Vec2f(0, 0)) { *angle = 0; diff --git a/modules/imgaug/src/transforms_det.cpp b/modules/imgaug/src/transforms_det.cpp index fa182020965..70a94e96a0a 100644 --- a/modules/imgaug/src/transforms_det.cpp +++ b/modules/imgaug/src/transforms_det.cpp @@ -31,7 +31,7 @@ namespace cv{ }; void RandomFlip::call(InputArray _src, OutputArray _dst, std::vector& target, std::vector& labels) const{ -// RNG rng = RNG(getTickCount()); + CV_Assert(target.size() == labels.size()); bool flag = rng.uniform(0., 1.) < p; Mat src = _src.getMat(); @@ -63,13 +63,11 @@ namespace cv{ } } -// RandomCrop::RandomCrop(const Size& sz, const Vec4i& padding, bool pad_if_need, const Scalar& fill, int padding_mode): -// sz(sz), padding(padding), pad_if_need(pad_if_need), fill(fill), padding_mode(padding_mode){}; - Resize::Resize(const Size& _size, int _interpolation): size(_size), interpolation(_interpolation){}; void Resize::call(InputArray _src, OutputArray dst, std::vector& target, std::vector& labels) const{ + CV_Assert(target.size() == labels.size()); Mat src = _src.getMat(); resize(src, dst, size, 0, 0, interpolation); resizeBoundingBox(target, src.size()); @@ -87,8 +85,8 @@ namespace cv{ Convert::Convert(int _code): code(_code){}; - void Convert::call(InputArray src, OutputArray dst, std::vector& target, std::vector& labels) const{ + CV_Assert(target.size() == labels.size()); cvtColor(src, dst, code); } @@ -98,6 +96,7 @@ namespace cv{ void RandomTranslation::call(cv::InputArray _src, cv::OutputArray _dst, std::vector &bboxes, std::vector& labels) const { + CV_Assert(bboxes.size() == labels.size()); int tx = rng.uniform(-translations[0], translations[0]); int ty = rng.uniform(-translations[1], translations[1]); @@ -141,23 +140,18 @@ namespace cv{ void RandomRotation::call(cv::InputArray _src, cv::OutputArray _dst, std::vector &bboxes, std::vector &labels) const { + CV_Assert(bboxes.size() == labels.size()); Mat src = _src.getMat(); double angle = rng.uniform(angles[0], angles[1]); Mat rotation_matrix = getRotationMatrix2D(cv::Point2f(src.cols/2., src.rows/2.), angle, 1); warpAffine(src, _dst, rotation_matrix, src.size()); -// cv::Point pt1{bboxes[0].x, bboxes[0].y}; -// cv::Point pt2{bboxes[0].x + bboxes[0].width, bboxes[0].y + bboxes[0].height}; -// cv::rectangle(src, pt1, pt2, cv::Scalar(), 2); -// cv::imshow("src", src); - Mat dst = _dst.getMat(); - rotateBoundingBoxes(bboxes, labels, src.size(), angle, src.cols / 2, src.rows / 2); - + rotateBoundingBoxes(bboxes, labels, angle, src.cols / 2, src.rows / 2); } void RandomRotation::rotateBoundingBoxes(std::vector &bboxes, std::vector &labels, - const cv::Size &imgSize, double angle, int cx, int cy) const { + double angle, int cx, int cy) const { for(unsigned i=0; i < bboxes.size(); i++){ int x1 = bboxes[i].x; int y1 = bboxes[i].y; @@ -177,13 +171,6 @@ namespace cv{ rotate(&x3, &y3, cx, cy, angle); rotate(&x4, &y4, cx, cy, angle); -// cv::circle(img, Point2i(x1,y1), 3, Scalar(255, 255, 255), 1); -// cv::circle(img, Point2i(x2,y2), 3, Scalar(255, 255, 255), 1); -// cv::circle(img, Point2i(x3,y3), 3, Scalar(255, 255, 255), 1); -// cv::circle(img, Point2i(x4,y4), 3, Scalar(255, 255, 255), 1); -// cv::imshow("img", img); -// cv::waitKey(0); - // shrink the rotated corners to get an enclosing box int x_min = min({x1, x2, x3, x4}); int y_min = min({y1, y2, y3, y4}); @@ -217,10 +204,7 @@ namespace cv{ } inline void rotate(int* x, int* y, int cx, int cy, double angle){ -// int a = round(((*x) - cx) * cos(angle) - ((*y) - cy) * sin(angle) + cx); -// int b = round(((*x) - cx) * sin(angle) + ((*y) - cy) * cos(angle) + cy); -// *x = a; -// *y = b; + // NOTE: when the unit of angle is degree instead of radius, the result may be incorrect. (*x) = round(((*x) - cx) * cos(angle) - ((*y) - cy) * sin(angle) + cx); (*y) = round(((*x) - cx) * sin(angle) + ((*y) - cy) * cos(angle) + cy); } From fc441480d6c41f74933ee53cbac86852cf37f0f8 Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Thu, 8 Sep 2022 21:56:53 +0800 Subject: [PATCH 08/22] fix bugs --- modules/imgaug/src/functional.cpp | 2 +- modules/imgaug/src/transforms.cpp | 6 ++-- modules/imgaug/src/transforms_det.cpp | 4 +-- modules/imgaug/test/test_imgaug.cpp | 42 ++------------------------- 4 files changed, 8 insertions(+), 46 deletions(-) diff --git a/modules/imgaug/src/functional.cpp b/modules/imgaug/src/functional.cpp index 20580533517..7d374531b0d 100644 --- a/modules/imgaug/src/functional.cpp +++ b/modules/imgaug/src/functional.cpp @@ -6,7 +6,7 @@ namespace cv{ CV_Assert(brightness_factor >= 0); int channels = img.channels(); - if(channels != 1 and channels != 3){ + if(channels != 1 && channels != 3){ CV_Error(Error::BadNumChannels, "Only support images with 1 or 3 channels"); } img = img * brightness_factor; diff --git a/modules/imgaug/src/transforms.cpp b/modules/imgaug/src/transforms.cpp index fd4888488f9..a571bfce631 100644 --- a/modules/imgaug/src/transforms.cpp +++ b/modules/imgaug/src/transforms.cpp @@ -464,9 +464,9 @@ namespace cv{ float* data = mat.ptr(0); // convert from degrees to radians - angle = (CV_PI * angle) / 180; - shear_x = (CV_PI * shear_x) / 180; - shear_y = (CV_PI * shear_y) / 180; + angle = (float)(CV_PI * angle) / 180; + shear_x = (float)(CV_PI * shear_x) / 180; + shear_y = (float)(CV_PI * shear_y) / 180; data[0] = scale * cos(angle - shear_y) / cos(shear_y); data[1] = scale * (-cos(angle - shear_y) * tan(shear_x) / cos(shear_y) - sin(angle)); diff --git a/modules/imgaug/src/transforms_det.cpp b/modules/imgaug/src/transforms_det.cpp index 70a94e96a0a..e97fd675c1b 100644 --- a/modules/imgaug/src/transforms_det.cpp +++ b/modules/imgaug/src/transforms_det.cpp @@ -205,8 +205,8 @@ namespace cv{ inline void rotate(int* x, int* y, int cx, int cy, double angle){ // NOTE: when the unit of angle is degree instead of radius, the result may be incorrect. - (*x) = round(((*x) - cx) * cos(angle) - ((*y) - cy) * sin(angle) + cx); - (*y) = round(((*x) - cx) * sin(angle) + ((*y) - cy) * cos(angle) + cy); + (*x) = (int)round(((*x) - cx) * cos(angle) - ((*y) - cy) * sin(angle) + cx); + (*y) = (int)round(((*x) - cx) * sin(angle) + ((*y) - cy) * cos(angle) + cy); } } } diff --git a/modules/imgaug/test/test_imgaug.cpp b/modules/imgaug/test/test_imgaug.cpp index d8e338bf0e9..9f41fa83b8b 100644 --- a/modules/imgaug/test/test_imgaug.cpp +++ b/modules/imgaug/test/test_imgaug.cpp @@ -5,34 +5,6 @@ namespace opencv_test{ namespace{ -class CV_Aug_RandomCropBaseTest : public cvtest::BaseTest{ -public: - RNG rng; - - CV_Aug_RandomCropBaseTest(uint64 seed=0){ - rng = RNG(seed); - } - - void setSeed(uint64 seed){ - rng.state = seed; - } - - void getRandomCropParams(int h, int w, int th, int tw, int* x, int* y){ - if(h+1 < th || w+1 < tw){ - CV_Error( Error::StsBadSize, "The cropped size is larger than the image size" ); - } - if(h == th && w == tw){ - (*x) = 0; - (*y) = 0; - return; - } - - (*x) = rng.uniform(0, w-tw+1); - (*y) = rng.uniform(0, h-th+1); - - } - -}; TEST(Aug_RandomCrop, no_padding){ cout << "run test: no_padding" << endl; @@ -40,21 +12,14 @@ TEST(Aug_RandomCrop, no_padding){ string img_path = findDataFile("imgaug/lena.jpg"); Mat input = imread(img_path); - CV_Aug_RandomCropBaseTest test; - - int seed = 0; - test.setSeed(seed); - int th = 200; int tw = 200; - int i; - int j; - test.getRandomCropParams(input.rows, input.cols, th, tw, &i, &j); - cout << "crop area: (" << i << "," << j << "," << th << "," << tw << ")" << endl; string ref_path = findDataFile("imgaug/random_crop_test_0.jpg"); Mat ref = imread(ref_path); + int seed = 0; + cv::imgaug::setSeed(seed); cv::imgaug::RandomCrop aug(Size(tw, th)); Mat out; @@ -77,10 +42,7 @@ TEST(Aug_RandomCrop, padding){ string img_path = findDataFile("imgaug/lena.jpg"); Mat input = imread(img_path); - CV_Aug_RandomCropBaseTest test; - int seed = 0; - test.setSeed(seed); int th = 200; int tw = 200; From dbedb1b1e17ae691aac39df488e5a78f7b4e5c7c Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Fri, 9 Sep 2022 10:59:36 +0800 Subject: [PATCH 09/22] fix bug variable length array compile failed on windows platform --- modules/imgaug/src/functional.cpp | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/modules/imgaug/src/functional.cpp b/modules/imgaug/src/functional.cpp index 7d374531b0d..73c0851b022 100644 --- a/modules/imgaug/src/functional.cpp +++ b/modules/imgaug/src/functional.cpp @@ -19,7 +19,7 @@ namespace cv{ if(num_channels != 1 && num_channels != 3){ CV_Error(Error::BadNumChannels, "Only support images with 1 or 3 channels"); } - Mat channels[num_channels]; + Mat* channels = new Mat[num_channels]; split(img, channels); std::vector new_channels; for(int i=0; i < num_channels; i++){ @@ -30,6 +30,7 @@ namespace cv{ new_channels.push_back(new_channel); } merge(new_channels, img); + delete[] channels; } void adjustSaturation(Mat& img, double saturation_factor){ From 671020f806d3c5add169070e6cf53847e97a8e34 Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Fri, 9 Sep 2022 22:54:04 +0800 Subject: [PATCH 10/22] add tutorial, fix bugs in det module --- .../include/opencv2/imgaug/transforms_det.hpp | 12 +- modules/imgaug/samples/det_compose_sample.cpp | 50 +++++ modules/imgaug/samples/det_sample.cpp | 43 ++++ modules/imgaug/src/transforms_det.cpp | 10 +- .../imgaug_basic_usage/images/compose_out.jpg | Bin 0 -> 24334 bytes .../images/det_compose_out.png | Bin 0 -> 92101 bytes .../images/det_rotation_out.png | Bin 0 -> 412434 bytes .../imgaug_basic_usage/images/det_src.png | Bin 0 -> 493378 bytes .../images/random_crop_out.jpg | Bin 0 -> 37175 bytes .../imgaug_basic_usage.markdown | 188 ++++++++++++++++++ .../table_of_content_imgaug.markdown | 5 + 11 files changed, 298 insertions(+), 10 deletions(-) create mode 100644 modules/imgaug/samples/det_compose_sample.cpp create mode 100644 modules/imgaug/samples/det_sample.cpp create mode 100644 modules/imgaug/tutorials/imgaug_basic_usage/images/compose_out.jpg create mode 100644 modules/imgaug/tutorials/imgaug_basic_usage/images/det_compose_out.png create mode 100644 modules/imgaug/tutorials/imgaug_basic_usage/images/det_rotation_out.png create mode 100644 modules/imgaug/tutorials/imgaug_basic_usage/images/det_src.png create mode 100644 modules/imgaug/tutorials/imgaug_basic_usage/images/random_crop_out.jpg create mode 100644 modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown create mode 100644 modules/imgaug/tutorials/table_of_content_imgaug.markdown diff --git a/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp b/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp index 64f0073486a..1a5d87fa999 100644 --- a/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp +++ b/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp @@ -21,7 +21,7 @@ namespace cv{ //! Combine data augmentation methods into one and apply them sequentially to source image and annotation //! All combined data augmentation class must inherited from cv::imgaug::det::Transform - class CV_EXPORTS_W Compose : Transform{ + class CV_EXPORTS_W Compose : public Transform{ public: /** @brief Initialize Compose class. * @@ -43,7 +43,7 @@ namespace cv{ std::vector > transforms; }; - class CV_EXPORTS_W RandomFlip: cv::imgaug::det::Transform{ + class CV_EXPORTS_W RandomFlip: public Transform{ public: /** @brief Initialize the RandomFlip class. * @@ -97,7 +97,7 @@ namespace cv{ //! Resize the source image and its annotations into specified size. - class CV_EXPORTS_W Resize: cv::imgaug::det::Transform{ + class CV_EXPORTS_W Resize: public Transform{ public: /** @brief Initialize the Resize class * @@ -129,7 +129,7 @@ namespace cv{ }; //! Convert the color space of the given image - class CV_EXPORTS_W Convert: cv::imgaug::det::Transform{ + class CV_EXPORTS_W Convert: public Transform{ public: /** @brief Initialize the Convert class * @@ -155,7 +155,7 @@ namespace cv{ //! Bounding boxes which has an area of less than the threshold in the remaining in the transformed image //! will be filtered. //! The resolution of the image is not changed after the transformation. The remaining area after shift is filled with 0. - class CV_EXPORTS_W RandomTranslation: cv::imgaug::det::Transform{ + class CV_EXPORTS_W RandomTranslation: public Transform{ public: /** @brief Initialize the RandomTranslation class * @@ -192,7 +192,7 @@ namespace cv{ //! Rotate the given image and its bounding boxes by a random angle. //! Filter invalid bounding boxes if its remaining area in the destination image is less than threshold. //! The size of the destination image is not changed. The remaining area in the destination image is filled with 0. - class CV_EXPORTS_W RandomRotation: cv::imgaug::det::Transform{ + class CV_EXPORTS_W RandomRotation: public Transform{ public: /** @brief Initialize the RandomRotation class. * diff --git a/modules/imgaug/samples/det_compose_sample.cpp b/modules/imgaug/samples/det_compose_sample.cpp new file mode 100644 index 00000000000..d5a3656879a --- /dev/null +++ b/modules/imgaug/samples/det_compose_sample.cpp @@ -0,0 +1,50 @@ +#include +#include +#include +#include +#include + +using namespace cv; + + +static void drawBoundingBoxes(Mat& img, std::vector& bboxes){ + for(cv::Rect bbox: bboxes){ + cv::Point tl {bbox.x, bbox.y}; + cv::Point br {bbox.x + bbox.width, bbox.y + bbox.height}; + cv::rectangle(img, tl, br, cv::Scalar(0, 255, 0), 2); + } +} + + +int main(){ + Mat src = imread(samples::findFile("lena.jpg"), IMREAD_COLOR); + Mat dst; + + std::vector bboxes{ + Rect{112, 40, 249, 343}, + Rect{61, 273, 113, 228} + }; + + std::vector labels {1, 2}; + + Mat ori_src; + src.copyTo(ori_src); + drawBoundingBoxes(ori_src, bboxes); + + imgaug::det::RandomRotation randomRotation(Vec2d(-30, 30)); + imgaug::det::RandomFlip randomFlip(1); + imgaug::det::Resize resize(Size(224, 224)); + + std::vector > transforms {&randomRotation, &randomFlip, &resize}; + imgaug::det::Compose aug(transforms); + + aug.call(src, dst, bboxes, labels); + + drawBoundingBoxes(dst, bboxes); + + imshow("src", ori_src); + imshow("dst", dst); + waitKey(0); + + return 0; +} \ No newline at end of file diff --git a/modules/imgaug/samples/det_sample.cpp b/modules/imgaug/samples/det_sample.cpp new file mode 100644 index 00000000000..2e553e44127 --- /dev/null +++ b/modules/imgaug/samples/det_sample.cpp @@ -0,0 +1,43 @@ +#include +#include +#include +#include + +using namespace cv; + + +static void drawBoundingBoxes(Mat& img, std::vector& bboxes){ + for(cv::Rect bbox: bboxes){ + cv::Point tl {bbox.x, bbox.y}; + cv::Point br {bbox.x + bbox.width, bbox.y + bbox.height}; + cv::rectangle(img, tl, br, cv::Scalar(0, 255, 0), 2); + } +} + + +int main(){ + Mat src = imread(samples::findFile("lena.jpg"), IMREAD_COLOR); + Mat dst; + + std::vector bboxes{ + Rect{112, 40, 249, 343}, + Rect{61, 273, 113, 228} + }; + + std::vector labels {1, 2}; + + Mat ori_src; + src.copyTo(ori_src); + drawBoundingBoxes(ori_src, bboxes); + + imgaug::det::RandomRotation aug(Vec2d(-30, 30)); + aug.call(src, dst, bboxes, labels); + + drawBoundingBoxes(dst, bboxes); + + imshow("src", ori_src); + imshow("dst", dst); + waitKey(0); + + return 0; +} \ No newline at end of file diff --git a/modules/imgaug/src/transforms_det.cpp b/modules/imgaug/src/transforms_det.cpp index e97fd675c1b..278f1407ece 100644 --- a/modules/imgaug/src/transforms_det.cpp +++ b/modules/imgaug/src/transforms_det.cpp @@ -16,10 +16,12 @@ namespace cv{ Compose::Compose(std::vector >& _transforms): transforms(_transforms){}; - void Compose::call(InputArray src, OutputArray dst, std::vector& target, std::vector& labels) const{ + void Compose::call(InputArray _src, OutputArray _dst, std::vector& target, std::vector& labels) const{ + Mat src = _src.getMat(); for(cv::imgaug::det::Transform* transform:transforms){ - transform->call(src, dst, target, labels); + transform->call(src, src, target, labels); } + src.copyTo(_dst); } RandomFlip::RandomFlip(int _flipCode, float _p): @@ -152,6 +154,8 @@ namespace cv{ void RandomRotation::rotateBoundingBoxes(std::vector &bboxes, std::vector &labels, double angle, int cx, int cy) const { + angle = -angle * CV_PI / 180; + for(unsigned i=0; i < bboxes.size(); i++){ int x1 = bboxes[i].x; int y1 = bboxes[i].y; @@ -163,8 +167,6 @@ namespace cv{ int y4 = bboxes[i].y + bboxes[i].height; // convert unit from degree to radius - angle = -angle * CV_PI / 180; - // rotate the corners rotate(&x1, &y1, cx, cy, angle); rotate(&x2, &y2, cx, cy, angle); diff --git a/modules/imgaug/tutorials/imgaug_basic_usage/images/compose_out.jpg 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b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown @@ -0,0 +1,188 @@ +Data augmentation with imgaug {#tutorial_imgaug_basic_usage} +============================== + +Goal +---- +In this tutorial, you will learn: +- How to use imgaug to perform data augmentation for images +- How to use imgaug to perform data augmentation for data in object detection task + +Basics +------ +From [Wikipedia](https://en.wikipedia.org/wiki/Data_augmentation), **data augmentation** are techniques used to increase the amount of data +by adding slightly modified copies of already existing data or newly created synthetic data from existing data. +It acts as a regularizer and helps reduce overfitting when training a machine learning model. + +In a narrow sense, data augmentation is to perform some sort of transforms on given images and generate the modified +images as additional training data, but broadly speaking, data augmentation can perform not only on images. +For computer vision tasks like object detection and semantic segmentation, the inputs contains not only images +but also annotation on the source images. So in these tasks, data augmentation should be able to perform transforms on +all these data. + +The imgaug module implemented in OpenCV takes both these requirements into account. You can use imgaug module +for a wide range of computer vision tasks. Detailed usages and currently supported tasks are shown below. +The imgaug module in OpenCV is implemented in pure C++ and is backended with OpenCV efficient image processing operations, +so it runs much faster and more efficient than the existing Python-based implementation. Powered with OpenCV, imgaug module +is cross-platform and can convert to other language easily. This is especially useful when we want to +deploy our model along with its data preprocessing pipeline to production environment for better inference speed. +With this feature, we can also use imgaug in other devices such as embed system and mobile phone easily. + +Usage +----- +### Basic Usage +In this section, I will use some methods in imgaug to demonstrate how to use imgaug to perform data augmentation on images. +For the details of all the methods in imgaug, please refer to the documentation @ref cv::imgaug . + +#### Apply single data augmentation method +In C++ environment, you should include the header file `#include ` to use imgaug. + +We call the constructor of the data augmentation class to get its initialized instance. +Here we get the instance of `RandomCrop` to perform random crop on the given images. `RandomCrop` requires parameter `sz` +which is the size of the cropped area on the given image, here we pass cv::Size(300, 300) for this parameter. + +```c++ +imgaug::RandomCrop randomCrop(cv::Size(300, 300)); +``` + + +Then we read the source image in format cv::Mat and performs the data augmentation operation on it by calling `randomCrop.call()` function. + +```c++ +Mat src = imread(samples::findFile("lena.jpg"), IMREAD_COLOR); +Mat dst; +randomCrop.call(src, dst); +``` + +We can show what we get: +```c++ +imshow("result", dst); +waitKey(0); +``` + +![](images/random_crop_out.jpg) + +#### Compose multiple data augmentation methods +To compose multiple data augmentation methods into one, firstly you need to +initialize the data augmentation classes you want to use later: +```c++ +imgaug::RandomCrop randomCrop(cv::Size(300, 300)); +imgaug::RandomFlip randomFlip(1); +imgaug::Resize resize(cv::Size(224, 224)); +``` + +Because in @ref cv::imgaug::Compose , we call each data augmentation method by the pointer of their +parent class @ref cv::imgaug::Transform. We need to use a vector of type cv::Ptr to +store the addresses of all data augmentation instances. + +```c++ +std::vector > transforms {&randomCrop, &randomFlip, &resize}; +``` + +Then we construct the Compose class by passing `transforms` as the required argument. + +```c++ +imgaug::Compose aug(transforms); +``` + +We call the compose method the same way as normal data augmentation methods. The composed +method will call all the methods in `transforms` on the given image sequentially: + +```c++ +Mat src = imread(samples::findFile("lena.jpg"), IMREAD_COLOR); +Mat dst; +aug.call(src, dst); +``` + +Here is the result we get: + +![](images/compose_out.jpg) + +#### Change the seed of random number generator +In imgaug, we use @ref cv::imgaug::rng as our random number generator. Commonly, when +we don't manually set the initial state of rng, its initial state will be set to the tick count +when it was initialized. But you can also manually set the seed of the rng by call cv::imgaug::setSeed(): +```c++ +int seed = 1234; +imgaug::setSeed(seed); +``` + +### Used in Object Detection +In the previous section, we demonstrate how to use imgaug to perform transforms on pure images. +In some tasks, the inputs contains not only images but also the annotations. We extend the imgaug +module to support most of the main stream computer vision tasks. Here we demonstrate how to use imgaug for +object detection. + +The inputs of object detection task contains source input image, the annotated bounding boxes, and the class labels +for each bounding box. In C++, the input image is represented as cv::Mat, the annotated bounding boxes can be represented +as std::vector in which each bounding box is represented as a cv::Rect. The annotated labels for objects in +bounding boxes can be represented as std::vector. + +The data augmentation methods for object detection are implemented under namespace cv::imgaug::det, you can +find more details of all implemented methods in documentation @ref cv::imgaug::det. + +To use the imgaug module in object detection, we need to include the header file . +Take random flip as an example, we first initialize the cv::imgaug::det::RandomRotation instance: + +```c++ +imgaug::det::RandomRotation aug(Vec2d(-30, 30)); +``` + +Then we read the source image and load its annotation data, including bounding boxes and class labels. +In the following example, the annotation contains two bounding boxes and two class labels: + +```c++ +Mat src = imread(samples::findFile("lena.jpg"), IMREAD_COLOR); + +std::vector bboxes{ + Rect{112, 40, 249, 343}, + Rect{61, 273, 113, 228} +}; + +std::vector labels {1, 2}; +``` + +The bounding boxes on the source image is as follows: + +![](images/det_src.png) + +Then we call random rotation operation on the given image and its annotations by imgaug::det::RandomRotation::call: + +```c++ +aug.call(src, dst, bboxes, labels); +``` + +The augmented image and its annotation are as follows: + +![](images/det_rotation_out.png) + +Full code of this example can be found at imgaug/samples/det_sample.cpp. + +#### Compose multiple data augmentation methods +Compose multiple data augmentation methods into one in object detection module (cv::imgaug::det) is similar to basic imgaug module (cv::imgaug). +We also need to initialize multiple data augmentation instances in imgaug::det : + +```c++ +imgaug::det::RandomRotation randomRotation(Vec2d(-30, 30)); +imgaug::det::RandomFlip randomFlip(1); +imgaug::det::Resize resize(Size(224, 224)); +``` + +Different from data augmentation classes in cv::imgaug, data augmentation classes in cv::imgaug::det are inherited from base class +cv::imgaug::det::Transform, so we need to use pointer of type cv::imgaug::det::Transform to store the address of each data augmentation +instances in det module. We store their pointers in a vector and then initialize the imgaug::det::Compose class with this vector: + +```c++ +std::vector > transforms {&randomRotation, &randomFlip, &resize}; +imgaug::det::Compose aug(transforms); +``` + +Then we can call the compose method on the given image and its annotation as follows: + +```c++ +aug.call(src, dst, bboxes, labels); +``` + +The augmented image and its annotation are as follows: + +![](images/det_compose_out.png) + diff --git a/modules/imgaug/tutorials/table_of_content_imgaug.markdown b/modules/imgaug/tutorials/table_of_content_imgaug.markdown new file mode 100644 index 00000000000..a1d796707cc --- /dev/null +++ b/modules/imgaug/tutorials/table_of_content_imgaug.markdown @@ -0,0 +1,5 @@ +Tutorials for data augmentation module (imgaug) {#tutorial_table_of_content_imgaug} +=============================================================== + +- @subpage tutorial_imgaug_basic_usage + Basic usages of imgaug in popular computer vision tasks. From 08bf6fc63ce2612fe9bd9544a4f52a699b4506c1 Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Sat, 10 Sep 2022 23:22:00 +0800 Subject: [PATCH 11/22] add python toggle for tutorial --- modules/imgaug/src/transforms.cpp | 3 + .../imgaug_basic_usage.markdown | 227 ++++++++++-------- .../imgaug_obj_det.markdown | 213 ++++++++++++++++ .../table_of_content_imgaug.markdown | 29 ++- 4 files changed, 368 insertions(+), 104 deletions(-) create mode 100644 modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown diff --git a/modules/imgaug/src/transforms.cpp b/modules/imgaug/src/transforms.cpp index a571bfce631..89225cfe4e3 100644 --- a/modules/imgaug/src/transforms.cpp +++ b/modules/imgaug/src/transforms.cpp @@ -162,6 +162,9 @@ namespace cv{ } static void getRandomResizedCropParams(int height, int width, const Vec2d& scale, const Vec2d& ratio, Rect& rect) { + // This implementation is inspired from the implementation in torchvision + // https://github.com/pytorch/vision/blob/main/torchvision/transforms/transforms.py + int area = height * width; for (int i = 0; i < 10; i++) { diff --git a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown index 837abb25f2e..a9ffc10ccf1 100644 --- a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown +++ b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown @@ -1,11 +1,22 @@ Data augmentation with imgaug {#tutorial_imgaug_basic_usage} -============================== +============================================================ + +@tableofcontents + +@next_tutorial{tutorial_imgaug_object_detection} + +| | | +| -: | :- | +| Author | Chuyang Zhao | +| Compatibility | OpenCV >= 4.0 | Goal ---- In this tutorial, you will learn: - How to use imgaug to perform data augmentation for images -- How to use imgaug to perform data augmentation for data in object detection task +- How to compose multiple methods into one data augmentation method +- How to change the seed of the random number generator used in imgaug + Basics ------ @@ -20,8 +31,8 @@ but also annotation on the source images. So in these tasks, data augmentation s all these data. The imgaug module implemented in OpenCV takes both these requirements into account. You can use imgaug module -for a wide range of computer vision tasks. Detailed usages and currently supported tasks are shown below. -The imgaug module in OpenCV is implemented in pure C++ and is backended with OpenCV efficient image processing operations, +for a wide range of computer vision tasks. +The imgaug module in OpenCV is implemented in pure C++ and is backend with OpenCV efficient image processing operations, so it runs much faster and more efficient than the existing Python-based implementation. Powered with OpenCV, imgaug module is cross-platform and can convert to other language easily. This is especially useful when we want to deploy our model along with its data preprocessing pipeline to production environment for better inference speed. @@ -29,160 +40,174 @@ With this feature, we can also use imgaug in other devices such as embed system Usage ----- -### Basic Usage In this section, I will use some methods in imgaug to demonstrate how to use imgaug to perform data augmentation on images. For the details of all the methods in imgaug, please refer to the documentation @ref cv::imgaug . -#### Apply single data augmentation method -In C++ environment, you should include the header file `#include ` to use imgaug. +### Apply single data augmentation method +@add_toggle_cpp +In C++ environment, to use imgaug module you should include the header file: + +@code{.cpp} +#include +@endcode We call the constructor of the data augmentation class to get its initialized instance. -Here we get the instance of `RandomCrop` to perform random crop on the given images. `RandomCrop` requires parameter `sz` +Here we get the instance of cv::imgaug::RandomCrop to perform random crop on the given images. cv::imgaug::RandomCrop requires parameter `sz` which is the size of the cropped area on the given image, here we pass cv::Size(300, 300) for this parameter. -```c++ +@code{.cpp} imgaug::RandomCrop randomCrop(cv::Size(300, 300)); -``` +@endcode +Then we read the source image in format cv::Mat and performs the data augmentation operation on it by calling cv::imgaug::RandomCrop::call function. -Then we read the source image in format cv::Mat and performs the data augmentation operation on it by calling `randomCrop.call()` function. - -```c++ +@code{.cpp} Mat src = imread(samples::findFile("lena.jpg"), IMREAD_COLOR); Mat dst; randomCrop.call(src, dst); -``` +@endcode + +Display the augmented image: -We can show what we get: -```c++ +@code{.cpp} imshow("result", dst); waitKey(0); -``` +@endcode + +![](images/random_crop_out.jpg) + +@end_toggle + +@add_toggle_python +In Python, to use imgaug module you should import the following package: + +@code{.py} +from cv2 import imgaug +@endcode + +We call the constructor of the data augmentation class to get its initialized instance. +Here we get an instance of **cv::imgaug::RandomCrop** to perform random crop on the given images. **cv::imgaug::RandomCrop** requires a parameter `sz` +which is the size of the cropped area on the given image, here we pass a two-elements tuple `(300, 300)` for this parameter. + +@code{.py} +randomCrop = imgaug.RandomCrop(sz=(300, 300)) +@endcode + +Then we read the source image with **cv::imread** and performs the data augmentation operation on it by calling **cv::imgaug::RandomCrop::call** function. + +@code{.py} +src = cv2.imread("lena.jpg", cv2.IMREAD_COLOR) +dst = randomCrop.call(src) +@endcode + +Display the augmented image: + +@code{.py} +cv2.imshow("result", dst) +cv2.waitKey(0) +@endcode ![](images/random_crop_out.jpg) -#### Compose multiple data augmentation methods +@end_toggle + +### Compose multiple data augmentation methods +@add_toggle_cpp To compose multiple data augmentation methods into one, firstly you need to initialize the data augmentation classes you want to use later: -```c++ + +@code{.cpp} imgaug::RandomCrop randomCrop(cv::Size(300, 300)); imgaug::RandomFlip randomFlip(1); imgaug::Resize resize(cv::Size(224, 224)); -``` +@endcode -Because in @ref cv::imgaug::Compose , we call each data augmentation method by the pointer of their -parent class @ref cv::imgaug::Transform. We need to use a vector of type cv::Ptr to +Because in **cv::imgaug::Compose**, we call each data augmentation method by the pointer of their +base class **cv::imgaug::Transform**. We need to use a vector of type **cv::Ptr** to store the addresses of all data augmentation instances. -```c++ +@code{.cpp} std::vector > transforms {&randomCrop, &randomFlip, &resize}; -``` +@endcode -Then we construct the Compose class by passing `transforms` as the required argument. +Then we construct the **cv::imgaug::Compose** class by passing `transforms` as the required argument. -```c++ +@code{.cpp} imgaug::Compose aug(transforms); -``` +@endcode We call the compose method the same way as normal data augmentation methods. The composed method will call all the methods in `transforms` on the given image sequentially: -```c++ +@code{.cpp} Mat src = imread(samples::findFile("lena.jpg"), IMREAD_COLOR); Mat dst; aug.call(src, dst); -``` +@endcode Here is the result we get: ![](images/compose_out.jpg) -#### Change the seed of random number generator -In imgaug, we use @ref cv::imgaug::rng as our random number generator. Commonly, when -we don't manually set the initial state of rng, its initial state will be set to the tick count -when it was initialized. But you can also manually set the seed of the rng by call cv::imgaug::setSeed(): -```c++ -int seed = 1234; -imgaug::setSeed(seed); -``` - -### Used in Object Detection -In the previous section, we demonstrate how to use imgaug to perform transforms on pure images. -In some tasks, the inputs contains not only images but also the annotations. We extend the imgaug -module to support most of the main stream computer vision tasks. Here we demonstrate how to use imgaug for -object detection. - -The inputs of object detection task contains source input image, the annotated bounding boxes, and the class labels -for each bounding box. In C++, the input image is represented as cv::Mat, the annotated bounding boxes can be represented -as std::vector in which each bounding box is represented as a cv::Rect. The annotated labels for objects in -bounding boxes can be represented as std::vector. - -The data augmentation methods for object detection are implemented under namespace cv::imgaug::det, you can -find more details of all implemented methods in documentation @ref cv::imgaug::det. - -To use the imgaug module in object detection, we need to include the header file . -Take random flip as an example, we first initialize the cv::imgaug::det::RandomRotation instance: - -```c++ -imgaug::det::RandomRotation aug(Vec2d(-30, 30)); -``` - -Then we read the source image and load its annotation data, including bounding boxes and class labels. -In the following example, the annotation contains two bounding boxes and two class labels: +@end_toggle -```c++ -Mat src = imread(samples::findFile("lena.jpg"), IMREAD_COLOR); - -std::vector bboxes{ - Rect{112, 40, 249, 343}, - Rect{61, 273, 113, 228} -}; - -std::vector labels {1, 2}; -``` +@add_toggle_python +To compose multiple data augmentation methods into one, firstly you need to +initialize the data augmentation classes you want to use later: -The bounding boxes on the source image is as follows: +@code{.py} +randomCrop = imgaug.RandomCrop((300, 300)) +randomFlip = imgaug.RandomFlip(1) +resize = imgaug.Resize((224, 224)) +@endcode -![](images/det_src.png) +We store all data augmentation instances in a list. -Then we call random rotation operation on the given image and its annotations by imgaug::det::RandomRotation::call: +@code{.py} +transforms = [randomCrop, randomFlip, resize] +@endcode -```c++ -aug.call(src, dst, bboxes, labels); -``` +Then we initialize the cv::imgaug::Compose class by passing the list of all data augmentation instances as the argument. -The augmented image and its annotation are as follows: +@code{.py} +aug = imgaug.Compose(transforms) +@endcode -![](images/det_rotation_out.png) +We call the compose method the same way as normal data augmentation methods. +The composed method will apply all the data augmentation methods in transforms list to the given image sequentially. -Full code of this example can be found at imgaug/samples/det_sample.cpp. +@code{.py} +src = cv2.imread("lena.jpg", cv2.IMREAD_COLOR) +dst = aug.call(src) +@endcode -#### Compose multiple data augmentation methods -Compose multiple data augmentation methods into one in object detection module (cv::imgaug::det) is similar to basic imgaug module (cv::imgaug). -We also need to initialize multiple data augmentation instances in imgaug::det : +Here is the result we get: -```c++ -imgaug::det::RandomRotation randomRotation(Vec2d(-30, 30)); -imgaug::det::RandomFlip randomFlip(1); -imgaug::det::Resize resize(Size(224, 224)); -``` +![](images/compose_out.jpg) -Different from data augmentation classes in cv::imgaug, data augmentation classes in cv::imgaug::det are inherited from base class -cv::imgaug::det::Transform, so we need to use pointer of type cv::imgaug::det::Transform to store the address of each data augmentation -instances in det module. We store their pointers in a vector and then initialize the imgaug::det::Compose class with this vector: +@end_toggle -```c++ -std::vector > transforms {&randomRotation, &randomFlip, &resize}; -imgaug::det::Compose aug(transforms); -``` +### Change the seed of random number generator +@add_toggle_cpp +In imgaug, we use **cv::imgaug::rng** as our random number generator. Commonly, when +we don't manually set the initial state of rng, its initial state will be set to the tick count +when it was initialized. But you can also manually set the initial state of the rng by call **cv::imgaug::setSeed**: -Then we can call the compose method on the given image and its annotation as follows: +@code{.cpp} +int seed = 1234; +imgaug::setSeed(seed); +@endcode -```c++ -aug.call(src, dst, bboxes, labels); -``` +@end_toggle -The augmented image and its annotation are as follows: +@add_toggle_python +In imgaug, we use **cv::imgaug::rng** as our random number generator. Commonly, when +we don't manually set the initial state of rng, its initial state will be set to the tick count +when it was initialized. But you can also manually set the initial state of the rng by call **cv::imgaug::setSeed**: -![](images/det_compose_out.png) +@code{.py} +seed = 1234 +imgaug.setSeed(seed) +@endcode +@end_toggle \ No newline at end of file diff --git a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown new file mode 100644 index 00000000000..d63e3065160 --- /dev/null +++ b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown @@ -0,0 +1,213 @@ +Data augmentation with imgaug in object detection {#tutorial_imgaug_object_detection} +============================== + +@tableofcontents + +@prev_tutorial{tutorial_imgaug_basic_usage} + +| | | +| -: | :- | +| Author | Chuyang Zhao | +| Compatibility | OpenCV >= 4.0 | + +Goal +---- +In this tutorial, you will learn: +- How to use imgaug to perform data augmentation for data in object detection task + +Basics +------ +In the previous tutorial, we demonstrate how to use imgaug to perform transforms on pure images. +In some tasks, the inputs contains not only images but also the annotations. We extend the imgaug +module to support most of the main stream computer vision tasks. Here we demonstrate how to use imgaug for +object detection. + +The inputs of object detection task contains source input image, the annotated bounding boxes, and the class labels +for each bounding box. In C++, the input image is represented as cv::Mat, the annotated bounding boxes can be represented +as `std::vector` in which each bounding box is represented as a cv::Rect. The annotated labels for objects in +bounding boxes can be represented as `std::vector`. + +The data augmentation methods for object detection are implemented under namespace cv::imgaug::det, you can +find more details of all implemented methods in documentation cv::imgaug::det. + + +Usage +----- +### Apply single data augmentation method +@add_toggle_cpp + +To use the imgaug module in object detection, we need to include the header file: + +@code{.cpp} +#include +@endcode + +Take random flip as an example, we first initialize the cv::imgaug::det::RandomRotation instance by: + +@code{.cpp} +imgaug::det::RandomRotation aug(Vec2d(-30, 30)); +@endcode + +The first argument cv::Vec2d(-30, 30) is the degree range in which the rotation degree will be uniformly sampled from. + +Then we read the source image and load its annotation data, which including bounding boxes and class labels. +In the following example, the annotation data contains two bounding boxes and two class labels: + +@code{.cpp} +Mat src = imread(samples::findFile("lena.jpg"), IMREAD_COLOR); + +std::vector bboxes{ +Rect{112, 40, 249, 343}, +Rect{61, 273, 113, 228} +}; + +std::vector labels {1, 2}; +@endcode + +The bounding boxes on the source image is as follows: + +![](images/det_src.png) + +Then we call random rotation operation on the given image and its annotations by imgaug::det::RandomRotation::call: + +@code{.cpp} +aug.call(src, dst, bboxes, labels); +@endcode + +The augmented image and its annotation are as follows: + +![](images/det_rotation_out.png) + +Full code of this example can be found at @include imgaug/samples/det_sample.cpp. + +@end_toggle + +@add_toggle_python + +In Python, you should import the following package: + +@code{.py} +from cv2 import imgaug +@endcode + +Be aware the data augmentation methods for object detection are all in submodule `cv2.imgaug.det`. + +Take random flip as an example, we first initialize the cv::imgaug::det::RandomRotation instance by: + +@code{.py} +aug = imgaug.det.RandomRotation((-30, 30)) +@endcode + +The first argument (-30, 30) is the degree range in which the rotation degree will be uniformly sampled from. + +Then we read the source image and load its annotation data, which including bounding boxes and class labels. +In the following example, the annotation data contains two bounding boxes and two class labels: + +@code{.py} +src = cv2.imread("lena.jpg", cv2.IMREAD_COLOR) + +bboxes = [ + (112, 40, 249, 343), + (61, 273, 113, 228) +] + +labels = [1, 2] +@endcode + +@note We represent the bounding box with a four-elements tuple (x, y, w, h), +in which x and y are the coordinates of the top left corner of the bounding box, +w and h are the width and height of the bounding box. The binding generator will +convert the tuple into cv::Rect in C++. Please make sure the elements in the tuple +is in the right order. + +The bounding boxes on the source image is as follows: + +![](images/det_src.png) + +Then we call random rotation operation on the given image and its annotations by imgaug::det::RandomRotation::call: + +@code{.py} +dst = aug.call(src, bboxes, labels) +@endcode + +The augmented image and its annotation are as follows: + +![](images/det_rotation_out.png) + +Full code of this example: +@include imgaug/samples/det_sample.cpp + +@end_toggle + +### Compose multiple data augmentation methods +@add_toggle_cpp +Compose multiple data augmentation methods into one in object detection module (cv::imgaug::det) is similar to basic imgaug module (cv::imgaug). +We also need to initialize multiple data augmentation instances in imgaug::det : + +@code{.cpp} +imgaug::det::RandomRotation randomRotation(Vec2d(-30, 30)); +imgaug::det::RandomFlip randomFlip(1); +imgaug::det::Resize resize(Size(224, 224)); +@endcode + +Different from data augmentation classes in cv::imgaug, data augmentation classes in cv::imgaug::det are inherited from base class +cv::imgaug::det::Transform, so we need to use pointer of type cv::imgaug::det::Transform to store the address of each data augmentation +instances in det module. We store their pointers in a vector and then initialize the imgaug::det::Compose class with this vector: + +@code{.cpp} +std::vector > transforms {&randomRotation, &randomFlip, &resize}; +imgaug::det::Compose aug(transforms); +@endcode + +@warning You cannot compose data augmentation methods in cv::imgaug::det module with methods in cv::imgaug module, +because they do not inherit from the same base class. You can only compose methods in the same module. + +Then we can call the compose method on the given image and its annotation as follows: + +@code{.cpp} +aug.call(src, dst, bboxes, labels); +@endcode + +The augmented image and its annotation are as follows: + +![](images/det_compose_out.png) + +Full code of this example: +@include imgaug/samples/det_compose_sample.cpp + +@end_toggle + +@add_toggle_python +Compose multiple data augmentation methods into one in object detection module (cv::imgaug::det) is similar to basic imgaug module (cv::imgaug). +We also need to initialize multiple data augmentation instances in imgaug::det : + +@code{.py} +randomRotation = imgaug.det.RandomRotation((-30, 30)) +randomFlip = imgaug.det.RandomFlip(1) +resize = imgaug.det.Resize((224, 224)) +@endcode + +We save all these methods in a list `transforms` as parameter to initialize Compose class. + +@code{.py} +transforms = [randomRotation, randomFlip, resize] +aug = Compose(transforms) +@endcode + +@warning You cannot compose data augmentation methods in cv::imgaug::det module with methods in cv::imgaug module, +because they do not inherit from the same base class. You can only compose methods in the same module. + +Then we can call the compose method on the given image and its annotation as follows: + +@code{.py} +dst = aug.call(src, bboxes, labels) +@endcode + +The augmented image and its annotation are as follows: + +![](images/det_compose_out.png) + +Full code of this example: +@include imgaug/samples/det_compose_sample.cpp + +@end_toggle \ No newline at end of file diff --git a/modules/imgaug/tutorials/table_of_content_imgaug.markdown b/modules/imgaug/tutorials/table_of_content_imgaug.markdown index a1d796707cc..5b8523a55f9 100644 --- a/modules/imgaug/tutorials/table_of_content_imgaug.markdown +++ b/modules/imgaug/tutorials/table_of_content_imgaug.markdown @@ -1,5 +1,28 @@ -Tutorials for data augmentation module (imgaug) {#tutorial_table_of_content_imgaug} +Tutorials for data augmentation module {#tutorial_table_of_content_imgaug} =============================================================== -- @subpage tutorial_imgaug_basic_usage - Basic usages of imgaug in popular computer vision tasks. +Data augmentation techniques are widely used in deep learning training to expand +the training samples and overcome overfitting problem. imgaug module in OpenCV is +implemented in pure C++ and powered with efficient OpenCV image processing operations, +so it runs much faster and more efficient than Python-based implementations. + +With the binding generator provided by OpenCV, imgaug can be used not only from C++, but also from +different languages like Python, Java, etc. Conversely, you can also adopt your code +easily from other languages to C++, which is especially useful when you want to deploy +a model with its data preprocessing pipeline from Python to production environment in C++. + +- @subpage tutorial_imgaug_basic_usage + + *Compatibility:* >= OpenCV 4.0 + + *Author:* Chuyang Zhao + + Basic usage of imgaug module. Perform data augmentation on images. + +- @subpage tutorial_imgaug_object_detection + + *Compatibility:* >= OpenCV 4.0 + + *Author:* Chuyang Zhao + + Use imgaug to perform data augmentation for object detection task. From c8c89401990c1f870628f8f0cdc408797309737b Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Sun, 11 Sep 2022 13:21:46 +0800 Subject: [PATCH 12/22] remove trailing whitepaces --- .../imgaug_basic_usage.markdown | 16 ++++++++-------- .../imgaug_basic_usage/imgaug_obj_det.markdown | 4 ++-- .../tutorials/table_of_content_imgaug.markdown | 6 +++--- 3 files changed, 13 insertions(+), 13 deletions(-) diff --git a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown index a9ffc10ccf1..7e56b2e29cd 100644 --- a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown +++ b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown @@ -27,15 +27,15 @@ It acts as a regularizer and helps reduce overfitting when training a machine le In a narrow sense, data augmentation is to perform some sort of transforms on given images and generate the modified images as additional training data, but broadly speaking, data augmentation can perform not only on images. For computer vision tasks like object detection and semantic segmentation, the inputs contains not only images -but also annotation on the source images. So in these tasks, data augmentation should be able to perform transforms on -all these data. +but also annotation on the source images. So in these tasks, data augmentation should be able to perform transforms on +all these data. The imgaug module implemented in OpenCV takes both these requirements into account. You can use imgaug module -for a wide range of computer vision tasks. +for a wide range of computer vision tasks. The imgaug module in OpenCV is implemented in pure C++ and is backend with OpenCV efficient image processing operations, so it runs much faster and more efficient than the existing Python-based implementation. Powered with OpenCV, imgaug module is cross-platform and can convert to other language easily. This is especially useful when we want to -deploy our model along with its data preprocessing pipeline to production environment for better inference speed. +deploy our model along with its data preprocessing pipeline to production environment for better inference speed. With this feature, we can also use imgaug in other devices such as embed system and mobile phone easily. Usage @@ -56,7 +56,7 @@ Here we get the instance of cv::imgaug::RandomCrop to perform random crop on the which is the size of the cropped area on the given image, here we pass cv::Size(300, 300) for this parameter. @code{.cpp} -imgaug::RandomCrop randomCrop(cv::Size(300, 300)); +imgaug::RandomCrop randomCrop(cv::Size(300, 300)); @endcode Then we read the source image in format cv::Mat and performs the data augmentation operation on it by calling cv::imgaug::RandomCrop::call function. @@ -113,7 +113,7 @@ cv2.waitKey(0) ### Compose multiple data augmentation methods @add_toggle_cpp -To compose multiple data augmentation methods into one, firstly you need to +To compose multiple data augmentation methods into one, firstly you need to initialize the data augmentation classes you want to use later: @code{.cpp} @@ -123,7 +123,7 @@ imgaug::Resize resize(cv::Size(224, 224)); @endcode Because in **cv::imgaug::Compose**, we call each data augmentation method by the pointer of their -base class **cv::imgaug::Transform**. We need to use a vector of type **cv::Ptr** to +base class **cv::imgaug::Transform**. We need to use a vector of type **cv::Ptr** to store the addresses of all data augmentation instances. @code{.cpp} @@ -190,7 +190,7 @@ Here is the result we get: ### Change the seed of random number generator @add_toggle_cpp In imgaug, we use **cv::imgaug::rng** as our random number generator. Commonly, when -we don't manually set the initial state of rng, its initial state will be set to the tick count +we don't manually set the initial state of rng, its initial state will be set to the tick count when it was initialized. But you can also manually set the initial state of the rng by call **cv::imgaug::setSeed**: @code{.cpp} diff --git a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown index d63e3065160..d3dd7b0b0c3 100644 --- a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown +++ b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown @@ -116,7 +116,7 @@ labels = [1, 2] @note We represent the bounding box with a four-elements tuple (x, y, w, h), in which x and y are the coordinates of the top left corner of the bounding box, -w and h are the width and height of the bounding box. The binding generator will +w and h are the width and height of the bounding box. The binding generator will convert the tuple into cv::Rect in C++. Please make sure the elements in the tuple is in the right order. @@ -187,7 +187,7 @@ randomFlip = imgaug.det.RandomFlip(1) resize = imgaug.det.Resize((224, 224)) @endcode -We save all these methods in a list `transforms` as parameter to initialize Compose class. +We save all these methods in a list `transforms` as parameter to initialize Compose class. @code{.py} transforms = [randomRotation, randomFlip, resize] diff --git a/modules/imgaug/tutorials/table_of_content_imgaug.markdown b/modules/imgaug/tutorials/table_of_content_imgaug.markdown index 5b8523a55f9..c7ac6a74445 100644 --- a/modules/imgaug/tutorials/table_of_content_imgaug.markdown +++ b/modules/imgaug/tutorials/table_of_content_imgaug.markdown @@ -2,16 +2,16 @@ Tutorials for data augmentation module {#tutorial_table_of_content_imgaug} =============================================================== Data augmentation techniques are widely used in deep learning training to expand -the training samples and overcome overfitting problem. imgaug module in OpenCV is +the training samples and overcome overfitting problem. imgaug module in OpenCV is implemented in pure C++ and powered with efficient OpenCV image processing operations, so it runs much faster and more efficient than Python-based implementations. With the binding generator provided by OpenCV, imgaug can be used not only from C++, but also from -different languages like Python, Java, etc. Conversely, you can also adopt your code +different languages like Python, Java, etc. Conversely, you can also adopt your code easily from other languages to C++, which is especially useful when you want to deploy a model with its data preprocessing pipeline from Python to production environment in C++. -- @subpage tutorial_imgaug_basic_usage +- @subpage tutorial_imgaug_basic_usage *Compatibility:* >= OpenCV 4.0 From 2ed2063f2ba2a375d2eda435ccc489ff06d060d8 Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Sun, 11 Sep 2022 18:13:23 +0800 Subject: [PATCH 13/22] add test for det module --- .../include/opencv2/imgaug/transforms_det.hpp | 7 +- modules/imgaug/src/transforms_det.cpp | 9 +- modules/imgaug/test/test_imgaug_det.cpp | 251 ++++++++++++++++++ .../imgaug_basic_usage.markdown | 2 +- .../imgaug_obj_det.markdown | 3 +- 5 files changed, 266 insertions(+), 6 deletions(-) create mode 100644 modules/imgaug/test/test_imgaug_det.cpp diff --git a/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp b/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp index 1a5d87fa999..b3c8b6bd047 100644 --- a/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp +++ b/modules/imgaug/include/opencv2/imgaug/transforms_det.hpp @@ -159,7 +159,9 @@ namespace cv{ public: /** @brief Initialize the RandomTranslation class * - * @param translations Max translation pixels along x and y axes. + * @param translations Contains two elements tx and ty, representing tha maximum translation distances + * along x axis and y axis in pixels. tx and ty must be >= 0. The actual translation distances along x and y axes + * are sampled uniformly from [-tx, tx] and [-ty, ty]. * @param threshold Bounding boxes with area in the remaining image less than threshold will be dropped. */ CV_WRAP explicit RandomTranslation(const Vec2i& translations, float threshold=0.25); @@ -219,8 +221,9 @@ namespace cv{ * @param angle Rotation angle in degree. * @param cx x coordinate of the rotation center. * @param cy y coordinate of the rotation center. + * @param imgSize Size of the destination image, used for clamping the coordinates of bounding boxes. */ - CV_WRAP void rotateBoundingBoxes(std::vector& bboxes, std::vector &labels, double angle, int cx, int cy) const; + CV_WRAP void rotateBoundingBoxes(std::vector& bboxes, std::vector &labels, double angle, int cx, int cy, const Size& imgSize) const; Vec2d angles; double threshold; diff --git a/modules/imgaug/src/transforms_det.cpp b/modules/imgaug/src/transforms_det.cpp index 278f1407ece..b49e721d7be 100644 --- a/modules/imgaug/src/transforms_det.cpp +++ b/modules/imgaug/src/transforms_det.cpp @@ -149,11 +149,11 @@ namespace cv{ warpAffine(src, _dst, rotation_matrix, src.size()); Mat dst = _dst.getMat(); - rotateBoundingBoxes(bboxes, labels, angle, src.cols / 2, src.rows / 2); + rotateBoundingBoxes(bboxes, labels, angle, src.cols / 2, src.rows / 2, dst.size()); } void RandomRotation::rotateBoundingBoxes(std::vector &bboxes, std::vector &labels, - double angle, int cx, int cy) const { + double angle, int cx, int cy, const Size& imgSize) const { angle = -angle * CV_PI / 180; for(unsigned i=0; i < bboxes.size(); i++){ @@ -179,6 +179,11 @@ namespace cv{ int x_max = max({x1, x2, x3, x4}); int y_max = max({y1, y2, y3, y4}); + x_min = clamp(x_min, 0, imgSize.width); + y_min = clamp(y_min, 0, imgSize.height); + x_max = clamp(x_max, 0, imgSize.width); + y_max = clamp(y_max, 0, imgSize.height); + int w = x_max - x_min; int h = y_max - y_min; diff --git a/modules/imgaug/test/test_imgaug_det.cpp b/modules/imgaug/test/test_imgaug_det.cpp new file mode 100644 index 00000000000..0a158d005ba --- /dev/null +++ b/modules/imgaug/test/test_imgaug_det.cpp @@ -0,0 +1,251 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. +#include "test_precomp.hpp" + +namespace opencv_test{ namespace{ + +void read_annotation(const String& path, std::vector& bboxes, std::vector& labels){ + FILE* fp; + fp = fopen(path.c_str(), "rt"); + + int n; + fscanf(fp, "%d", &n); + + for(int i=0; i < n; i++){ + int x, y, w, h, l; + fscanf(fp, "%d %d %d %d %d\n", &x, &y, &w, &h, &l); + bboxes.push_back(Rect(x, y, w, h)); + labels.push_back(l); + } + + fclose(fp); +} + + +TEST(Aug_Det_RandomFlip, vertical){ + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat src = imread(img_path); + Mat out; + + int seed = 0; + cv::imgaug::setSeed(seed); + + + string ref_path = findDataFile("imgaug/det_random_flip_test_0.jpg"); + Mat ref = imread(ref_path); + + std::vector ref_bboxes; + std::vector ref_labels; + + String ref_data = findDataFile("imgaug/det_random_flip_test_0.dat"); + read_annotation(ref_data, ref_bboxes, ref_labels); + + + std::vector bboxes{ + Rect{112, 40, 249, 343}, + Rect{61, 273, 113, 228} + }; + + std::vector labels{1, 2}; + + int flipCode = 0; + cv::imgaug::det::RandomFlip aug(flipCode); + aug.call(src, out, bboxes, labels); + + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols && ref_bboxes.size() == bboxes.size() && ref_labels.size() == labels.size()) { + EXPECT_EQ(bboxes, ref_bboxes); + EXPECT_EQ(labels, ref_labels); + + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + +TEST(Aug_Det_Resize, small){ + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat src = imread(img_path); + Mat out; + + int seed = 0; + cv::imgaug::setSeed(seed); + + + string ref_path = findDataFile("imgaug/det_resize_test_0.jpg"); + Mat ref = imread(ref_path); + + std::vector ref_bboxes; + std::vector ref_labels; + + String ref_data = findDataFile("imgaug/det_resize_test_0.dat"); + read_annotation(ref_data, ref_bboxes, ref_labels); + + + std::vector bboxes{ + Rect{112, 40, 249, 343}, + Rect{61, 273, 113, 228} + }; + + std::vector labels{1, 2}; + + Size size(224, 224); + cv::imgaug::det::Resize aug(size); + aug.call(src, out, bboxes, labels); + + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols && ref_bboxes.size() == bboxes.size() && ref_labels.size() == labels.size()) { + EXPECT_EQ(bboxes, ref_bboxes); + EXPECT_EQ(labels, ref_labels); + + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + + +TEST(Aug_Det_Convert, BGR2GRAY){ + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat src = imread(img_path); + Mat out; + + int seed = 0; + cv::imgaug::setSeed(seed); + + + string ref_path = findDataFile("imgaug/det_convert_test_0.jpg"); + Mat ref = imread(ref_path, IMREAD_GRAYSCALE); + + std::vector ref_bboxes; + std::vector ref_labels; + + String ref_data = findDataFile("imgaug/det_convert_test_0.dat"); + read_annotation(ref_data, ref_bboxes, ref_labels); + + + std::vector bboxes{ + Rect{112, 40, 249, 343}, + Rect{61, 273, 113, 228} + }; + + std::vector labels{1, 2}; + + int code = COLOR_BGR2GRAY; + cv::imgaug::det::Convert aug(code); + aug.call(src, out, bboxes, labels); + + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols && ref_bboxes.size() == bboxes.size() && ref_labels.size() == labels.size()) { + EXPECT_EQ(bboxes, ref_bboxes); + EXPECT_EQ(labels, ref_labels); + + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + + +TEST(Aug_Det_RandomTranslation, no_drop){ + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat src = imread(img_path); + Mat out; + + int seed = 0; + cv::imgaug::setSeed(seed); + + string ref_path = findDataFile("imgaug/det_random_translation_test_0.jpg"); + Mat ref = imread(ref_path, IMREAD_COLOR); + + std::vector ref_bboxes; + std::vector ref_labels; + + String ref_data = findDataFile("imgaug/det_random_translation_test_0.dat"); + read_annotation(ref_data, ref_bboxes, ref_labels); + + std::vector bboxes{ + Rect{112, 40, 249, 343}, + Rect{61, 273, 113, 228} + }; + + std::vector labels{1, 2}; + + Vec2d trans(20, 20); + cv::imgaug::det::RandomTranslation aug(trans); + aug.call(src, out, bboxes, labels); + + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols && ref_bboxes.size() == bboxes.size() && ref_labels.size() == labels.size()) { + EXPECT_EQ(bboxes, ref_bboxes); + EXPECT_EQ(labels, ref_labels); + + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + + +TEST(Aug_Det_RandomRotation, no_drop){ + cvtest::TS* ts = cvtest::TS::ptr(); + string img_path = findDataFile("imgaug/lena.jpg"); + Mat src = imread(img_path); + Mat out; + + int seed = 0; + cv::imgaug::setSeed(seed); + + string ref_path = findDataFile("imgaug/det_random_rotation_test_0.jpg"); + Mat ref = imread(ref_path, IMREAD_COLOR); + + std::vector ref_bboxes; + std::vector ref_labels; + + String ref_data = findDataFile("imgaug/det_random_rotation_test_0.dat"); + read_annotation(ref_data, ref_bboxes, ref_labels); + + std::vector bboxes{ + Rect{112, 40, 249, 343}, + Rect{61, 273, 113, 228} + }; + + std::vector labels{1, 2}; + + Vec2d degrees(-30, 30); + cv::imgaug::det::RandomRotation aug(degrees); + aug.call(src, out, bboxes, labels); + + if ( out.rows > 0 && out.rows == ref.rows && out.cols > 0 && out.cols == ref.cols && ref_bboxes.size() == bboxes.size() && ref_labels.size() == labels.size()) { + EXPECT_EQ(bboxes, ref_bboxes); + EXPECT_EQ(labels, ref_labels); + + // Calculate the L2 relative error between images. + double errorL2 = cv::norm( out, ref, NORM_L2 ); + // Convert to a reasonable scale, since L2 error is summed across all pixels of the image. + double error = errorL2 / (double)( out.rows * out.cols ); + EXPECT_LE(error, 0.1); + }else{ + ts->set_failed_test_info(TS::FAIL_MISMATCH); + } +} + + +}} diff --git a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown index 7e56b2e29cd..88e7da829fa 100644 --- a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown +++ b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown @@ -34,7 +34,7 @@ The imgaug module implemented in OpenCV takes both these requirements into accou for a wide range of computer vision tasks. The imgaug module in OpenCV is implemented in pure C++ and is backend with OpenCV efficient image processing operations, so it runs much faster and more efficient than the existing Python-based implementation. Powered with OpenCV, imgaug module -is cross-platform and can convert to other language easily. This is especially useful when we want to +is cross-platform and can convert to other language easily. This is especially useful when we want to deploy our model along with its data preprocessing pipeline to production environment for better inference speed. With this feature, we can also use imgaug in other devices such as embed system and mobile phone easily. diff --git a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown index d3dd7b0b0c3..59dd846f48a 100644 --- a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown +++ b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown @@ -78,7 +78,8 @@ The augmented image and its annotation are as follows: ![](images/det_rotation_out.png) -Full code of this example can be found at @include imgaug/samples/det_sample.cpp. +Full code of this example: +@include imgaug/samples/det_sample.cpp. @end_toggle From 8d7807a12507b375a61e714bf0468ebdd537e5f2 Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Sun, 11 Sep 2022 19:45:35 +0800 Subject: [PATCH 14/22] fix warnings --- modules/imgaug/test/test_imgaug_det.cpp | 4 ++-- .../images/det_rotation_out.jpg | Bin 0 -> 92331 bytes .../images/det_rotation_out.png | Bin 412434 -> 0 bytes .../imgaug_basic_usage/images/det_src.jpg | Bin 0 -> 108339 bytes .../imgaug_basic_usage/images/det_src.png | Bin 493378 -> 0 bytes .../imgaug_basic_usage/imgaug_obj_det.markdown | 4 ++-- 6 files changed, 4 insertions(+), 4 deletions(-) create mode 100644 modules/imgaug/tutorials/imgaug_basic_usage/images/det_rotation_out.jpg delete mode 100644 modules/imgaug/tutorials/imgaug_basic_usage/images/det_rotation_out.png create mode 100644 modules/imgaug/tutorials/imgaug_basic_usage/images/det_src.jpg delete mode 100644 modules/imgaug/tutorials/imgaug_basic_usage/images/det_src.png diff --git a/modules/imgaug/test/test_imgaug_det.cpp b/modules/imgaug/test/test_imgaug_det.cpp index 0a158d005ba..4ed8b0d541e 100644 --- a/modules/imgaug/test/test_imgaug_det.cpp +++ b/modules/imgaug/test/test_imgaug_det.cpp @@ -10,11 +10,11 @@ void read_annotation(const String& path, std::vector& bboxes, std::vector< fp = fopen(path.c_str(), "rt"); int n; - 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zm!}$B=L<^%xfJd+9t}+774qI3WxVIRRp^w%D1Y#9-22|nNDas1fbH2Sxl1qUZsO9Q zjwkFVvcESqWr{u5K#}x1z;mvFU{RC;``m)JU|An?l%h{h)GL#Q7IiXM!5Ms+FgXj*`xv~wnir19L_Xp{l)TGBvl$V7El2EeBRtq;zGQA%uvvAvvv zE`>{G_yLlurYtrXSZ>b*L>fp|qe4Pc+eF#bnbpa1*l|@i^6P6(EZr;tzlIno&D$G} zRPk@4=3TD}w8npomr03h?RH&FGfHvj4^2$eA7VL%mnx-}%91kgc=q;(#^;k~Xbi%H z7=>A|jWS$uBG7ZAe)=bdhT&;%sY;2fRZO~L`jnckVX32U+A6)@-e#GXKE|xmJ5;E%eBHd3N&8Tvl~czLn_ diff --git a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown index 59dd846f48a..dcd5d2a7d10 100644 --- a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown +++ b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown @@ -66,7 +66,7 @@ std::vector labels {1, 2}; The bounding boxes on the source image is as follows: -![](images/det_src.png) +![](images/det_src.jpg) Then we call random rotation operation on the given image and its annotations by imgaug::det::RandomRotation::call: @@ -76,7 +76,7 @@ aug.call(src, dst, bboxes, labels); The augmented image and its annotation are as follows: -![](images/det_rotation_out.png) +![](images/det_rotation_out.jpg) Full code of this example: @include imgaug/samples/det_sample.cpp. From c93037d94e9689fab355905b1dc0d9f32fd20ea0 Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Sun, 11 Sep 2022 19:56:16 +0800 Subject: [PATCH 15/22] fix warnings --- modules/imgaug/test/test_imgaug_det.cpp | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/modules/imgaug/test/test_imgaug_det.cpp b/modules/imgaug/test/test_imgaug_det.cpp index 4ed8b0d541e..486ea8415da 100644 --- a/modules/imgaug/test/test_imgaug_det.cpp +++ b/modules/imgaug/test/test_imgaug_det.cpp @@ -10,11 +10,14 @@ void read_annotation(const String& path, std::vector& bboxes, std::vector< fp = fopen(path.c_str(), "rt"); int n; - assert(fscanf(fp, "%d", &n) == 1); + int sig; + sig = fscanf(fp, "%d", &n); + assert(sig == 1); for(int i=0; i < n; i++){ int x, y, w, h, l; - assert(fscanf(fp, "%d %d %d %d %d\n", &x, &y, &w, &h, &l) == 1); + sig = fscanf(fp, "%d %d %d %d %d\n", &x, &y, &w, &h, &l); + assert(sig == 1); bboxes.push_back(Rect(x, y, w, h)); labels.push_back(l); } From fdfc49166a40d5de77fd2f30230150459020ccc0 Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Sun, 11 Sep 2022 20:04:12 +0800 Subject: [PATCH 16/22] fix warnings --- modules/imgaug/test/test_imgaug_det.cpp | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/modules/imgaug/test/test_imgaug_det.cpp b/modules/imgaug/test/test_imgaug_det.cpp index 486ea8415da..10fe7fe41a1 100644 --- a/modules/imgaug/test/test_imgaug_det.cpp +++ b/modules/imgaug/test/test_imgaug_det.cpp @@ -12,12 +12,12 @@ void read_annotation(const String& path, std::vector& bboxes, std::vector< int n; int sig; sig = fscanf(fp, "%d", &n); - assert(sig == 1); + CV_Assert(sig == 1); for(int i=0; i < n; i++){ int x, y, w, h, l; sig = fscanf(fp, "%d %d %d %d %d\n", &x, &y, &w, &h, &l); - assert(sig == 1); + CV_Assert(sig == 1); bboxes.push_back(Rect(x, y, w, h)); labels.push_back(l); } From be06b2284d6256f9549f5cf05dd3b223fe46d8ed Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Sun, 11 Sep 2022 20:17:06 +0800 Subject: [PATCH 17/22] fix warnings --- modules/imgaug/test/test_imgaug_det.cpp | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/modules/imgaug/test/test_imgaug_det.cpp b/modules/imgaug/test/test_imgaug_det.cpp index 10fe7fe41a1..4f4edaa8179 100644 --- a/modules/imgaug/test/test_imgaug_det.cpp +++ b/modules/imgaug/test/test_imgaug_det.cpp @@ -12,12 +12,12 @@ void read_annotation(const String& path, std::vector& bboxes, std::vector< int n; int sig; sig = fscanf(fp, "%d", &n); - CV_Assert(sig == 1); + CV_Assert(sig != EOF); for(int i=0; i < n; i++){ int x, y, w, h, l; sig = fscanf(fp, "%d %d %d %d %d\n", &x, &y, &w, &h, &l); - CV_Assert(sig == 1); + CV_Assert(sig != EOF); bboxes.push_back(Rect(x, y, w, h)); labels.push_back(l); } From 938005043a5b37cea77c80c7922d25e587cb0944 Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Mon, 12 Sep 2022 15:09:46 +0800 Subject: [PATCH 18/22] modify documentation --- .../images/det_compose_out.png | Bin 92101 -> 0 bytes .../images/det_rotation_out.jpg | Bin 92331 -> 0 bytes .../imgaug_basic_usage/images/det_src.jpg | Bin 108339 -> 0 bytes .../imgaug_basic_usage/images/lena.jpg | 0 .../imgaug_basic_usage.markdown | 65 ++++++++++++------ .../imgaug_obj_det/images/det_compose_out.png | 0 .../images/det_rotation_out.jpg | 0 .../imgaug_obj_det/images/det_src.jpg | 0 .../imgaug_obj_det.markdown | 0 9 files changed, 43 insertions(+), 22 deletions(-) delete mode 100644 modules/imgaug/tutorials/imgaug_basic_usage/images/det_compose_out.png delete mode 100644 modules/imgaug/tutorials/imgaug_basic_usage/images/det_rotation_out.jpg delete mode 100644 modules/imgaug/tutorials/imgaug_basic_usage/images/det_src.jpg create mode 100644 modules/imgaug/tutorials/imgaug_basic_usage/images/lena.jpg 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Compatibility | OpenCV >= 4.0 | -Goal ----- -In this tutorial, you will learn: -- How to use imgaug to perform data augmentation for images -- How to compose multiple methods into one data augmentation method -- How to change the seed of the random number generator used in imgaug - -Basics +Introduction ------ From [Wikipedia](https://en.wikipedia.org/wiki/Data_augmentation), **data augmentation** are techniques used to increase the amount of data by adding slightly modified copies of already existing data or newly created synthetic data from existing data. @@ -26,17 +19,25 @@ It acts as a regularizer and helps reduce overfitting when training a machine le In a narrow sense, data augmentation is to perform some sort of transforms on given images and generate the modified images as additional training data, but broadly speaking, data augmentation can perform not only on images. -For computer vision tasks like object detection and semantic segmentation, the inputs contains not only images +For computer vision tasks like object detection and semantic segmentation, the inputs contain not only images but also annotation on the source images. So in these tasks, data augmentation should be able to perform transforms on all these data. -The imgaug module implemented in OpenCV takes both these requirements into account. You can use imgaug module +The imgaug module implemented in OpenCV takes both these requirements into account. You can use the imgaug module for a wide range of computer vision tasks. The imgaug module in OpenCV is implemented in pure C++ and is backend with OpenCV efficient image processing operations, -so it runs much faster and more efficient than the existing Python-based implementation. Powered with OpenCV, imgaug module -is cross-platform and can convert to other language easily. This is especially useful when we want to -deploy our model along with its data preprocessing pipeline to production environment for better inference speed. -With this feature, we can also use imgaug in other devices such as embed system and mobile phone easily. +so it runs much faster and more efficiently than other existing Python-based implementation such as torchvision. Powered with OpenCV, the imgaug module +is cross-platform and can convert to other languages easily. This is especially useful when we want to +deploy our model along with its data preprocessing pipeline to the production environment for better inference speed. +With this feature, we can also use imgaug on other devices such as embedded systems and mobile phones easily. + +Goal +---- +In this tutorial, you will learn: +- How to use **imgaug** to perform data augmentation for images +- How to compose multiple methods into one data augmentation method +- How to change the seed of the random number generator used in **imgaug** + Usage ----- @@ -67,7 +68,10 @@ Mat dst; randomCrop.call(src, dst); @endcode -Display the augmented image: +The original image is as follows: +![](images/lena.jpg) + +You can display the augmented image after applying random crop by: @code{.cpp} imshow("result", dst); @@ -100,7 +104,10 @@ src = cv2.imread("lena.jpg", cv2.IMREAD_COLOR) dst = randomCrop.call(src) @endcode -Display the augmented image: +The original image is as follows: +![](images/lena.jpg) + +You can display the augmented image after applying random crop by: @code{.py} cv2.imshow("result", dst) @@ -189,9 +196,16 @@ Here is the result we get: ### Change the seed of random number generator @add_toggle_cpp -In imgaug, we use **cv::imgaug::rng** as our random number generator. Commonly, when -we don't manually set the initial state of rng, its initial state will be set to the tick count -when it was initialized. But you can also manually set the initial state of the rng by call **cv::imgaug::setSeed**: +In imgaug, we use **cv::imgaug::rng** as our random number generator. The role of rng is to generate +random numbers for some random methods. For example, in cv::imgaug::RandomCrop we need to generate the coordinates +of the upper-left corner of the cropped rectangle randomly, in which we will use `rng` to generate random +numbers in valid range. When a random number is generated by `rng`, the internal state of `rng` will change. +Thus, we probably won't get the same result when we call the same method again. In the above process, the most +important thing is the initial state of `rng`, which determines the subsequent numbers `rng` generated. So in some +cases if you want to replicate other one's results, or if you want to make sure the random values generated will be +different the next time you run the same program. You can manually set the initial state of the `rng` by calling +**cv::imgaug::setSeed**. By default, if you don't manually set the initial state of `rng`, its initial state will be +set to the tick count since it was first initialized. @code{.cpp} int seed = 1234; @@ -201,9 +215,16 @@ imgaug::setSeed(seed); @end_toggle @add_toggle_python -In imgaug, we use **cv::imgaug::rng** as our random number generator. Commonly, when -we don't manually set the initial state of rng, its initial state will be set to the tick count -when it was initialized. But you can also manually set the initial state of the rng by call **cv::imgaug::setSeed**: +In imgaug, we use **cv::imgaug::rng** as our random number generator. The role of rng is to generate +random numbers for some random methods. For example, in cv::imgaug::RandomCrop we need to generate the coordinates +of the upper-left corner of the cropped rectangle randomly, in which we will use `rng` to generate random +numbers in valid range. When a random number is generated by `rng`, the internal state of `rng` will change. +Thus, we probably won't get the same result when we call the same method again. In the above process, the most +important thing is the initial state of `rng`, which determines the subsequent numbers `rng` generated. So in some +cases if you want to replicate other one's results, or if you want to make sure the random values generated will be +different the next time you run the same program. You can manually set the initial state of the `rng` by calling +**cv::imgaug::setSeed**. By default, if you don't manually set the initial state of `rng`, its initial state will be +set to the tick count since it was first initialized. @code{.py} seed = 1234 diff --git a/modules/imgaug/tutorials/imgaug_obj_det/images/det_compose_out.png b/modules/imgaug/tutorials/imgaug_obj_det/images/det_compose_out.png new file mode 100644 index 00000000000..e69de29bb2d diff --git a/modules/imgaug/tutorials/imgaug_obj_det/images/det_rotation_out.jpg b/modules/imgaug/tutorials/imgaug_obj_det/images/det_rotation_out.jpg new file mode 100644 index 00000000000..e69de29bb2d diff --git a/modules/imgaug/tutorials/imgaug_obj_det/images/det_src.jpg b/modules/imgaug/tutorials/imgaug_obj_det/images/det_src.jpg new file mode 100644 index 00000000000..e69de29bb2d diff --git a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_obj_det.markdown b/modules/imgaug/tutorials/imgaug_obj_det/imgaug_obj_det.markdown similarity index 100% rename from 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ziu!=wg#PU$$M-Vx@H|(*-?W8q(+9y#O`=>_lwJCIs+$5v#N1y3SRklz8QSu9QOAc< ztGwk%j`3Jkw2jf0)amgPtX4^8Y_!`nJ)WKcn16CIpoc(T>TB&eYZ-Q;OkjI&oCc%M zWk{Esxas(VCx+H^>o;{JlPUS^uWBdLxT!8R7HQKV@%SElSMA&>PmBnDZLNJcsxDah z5}J{xj_n+2*~&Is4U&tdbL_xV2QO4KC1qE|;noee7#S7|)6cnQrjy`#DB;-7?hz!( z>E8kuY|hOqmvAn!1VQ5RHYSA*K}5G09j&^>|E89j<1)x09DU|-5w-l#L({M(=7q|a G$^QeU67#J9 literal 0 HcmV?d00001 From fb354635b033a3e5116d575ed642785ebb371370 Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Mon, 12 Sep 2022 22:58:59 +0800 Subject: [PATCH 20/22] add tutorial --- modules/imgaug/samples/train_cls_net.py | 51 +- modules/imgaug/samples/train_det_net.py | 121 ++-- modules/imgaug/samples/transforms.py | 605 ------------------ .../imgaug_basic_usage.markdown | 2 + .../imgaug_obj_det/imgaug_obj_det.markdown | 24 +- .../imgaug_pytorch/imgaug_pytorch.markdown | 210 ++++++ .../table_of_content_imgaug.markdown | 8 + 7 files changed, 294 insertions(+), 727 deletions(-) delete mode 100644 modules/imgaug/samples/transforms.py create mode 100644 modules/imgaug/tutorials/imgaug_pytorch/imgaug_pytorch.markdown diff --git a/modules/imgaug/samples/train_cls_net.py b/modules/imgaug/samples/train_cls_net.py index b6f24896f1e..d5944e18df6 100644 --- a/modules/imgaug/samples/train_cls_net.py +++ b/modules/imgaug/samples/train_cls_net.py @@ -3,7 +3,6 @@ import argparse import torch import cv2 -from PIL import Image from torchvision import transforms from torchvision.models import resnet18 from torch.utils import data @@ -12,15 +11,21 @@ import tqdm +def get_args(): + parser = argparse.ArgumentParser() + parser.add_argument("--root", type=str, default="imagenette2-320") + parser.add_argument("--lr", type=float, default=3e-4) + + return parser.parse_args() + + class ImagenetteDataset(torch.utils.data.Dataset): - def __init__(self, root, df_data, mode='train', transform=None, backend='cv2'): + def __init__(self, root, df_data, mode='train', transform=None): super(ImagenetteDataset, self).__init__() assert mode in ['train', 'valid'] - assert backend in ['cv2', 'PIL'] self.root = root self.transform = transform - self.backend = backend labels = ['n01440764', 'n02102040', 'n02979186', 'n03000684', 'n03028079', 'n03394916', 'n03417042', 'n03425413', 'n03445777', 'n03888257'] self.label_to_num = {v: k for k, v in enumerate(labels)} @@ -41,17 +46,11 @@ def __getitem__(self, idx): return image, label def get_image(self, path): - if self.backend == 'cv2': - image = cv2.imread(path) - if self.transform: - image = self.transform.call(image) - image = np.transpose(image, (2, 0, 1)) - return torch.tensor(image, dtype=torch.float) - if self.backend == 'PIL': - image = Image.open(path).convert('RGB') - if self.transform: - image = self.transform(image) - return image + image = cv2.imread(path) + if self.transform: + image = self.transform.call(image) + image = np.transpose(image, (2, 0, 1)) + return torch.tensor(image, dtype=torch.float) def train(dataloader, model, num_epochs, criterion, optimizer): @@ -71,34 +70,28 @@ def train(dataloader, model, num_epochs, criterion, optimizer): def main(): - root_dir = "/Users/chuyang/Downloads/imagenette2-320" + args = get_args() + root_dir = args.root + lr = args.lr + df_train = pd.read_csv(os.path.join(root_dir, "noisy_imagenette.csv")) print('load %d records' % len(df_train)) - ocv_transforms = cv2.Compose([ + transforms = cv2.Compose([ cv2.RandomCrop((300, 300), (0,0,0,0)), cv2.RandomFlip(), cv2.Resize((500, 500)), + cv2.Normalize(mean=(0.406, 0.456, 0.485), std=(0.225, 0.224, 0.229)) ]) - pil_transforms = transforms.Compose([ - transforms.RandomCrop((300, 300)), - transforms.RandomHorizontalFlip(), - transforms.Resize((500, 500)), - transforms.ToTensor(), - ]) - - # train_set = ImagenetteDataset(root_dir, df_train, 'train', ocv_transforms, backend='cv2') - train_set = ImagenetteDataset(root_dir, df_train, 'train', pil_transforms, backend='PIL') + train_set = ImagenetteDataset(root_dir, df_train, 'train', transforms) train_loader = data.DataLoader(train_set, num_workers=0, batch_size=16, drop_last=True, shuffle=True) model = resnet18(pretrained=True) model.fc = torch.nn.Linear(in_features=512, out_features=10) - optimizer = torch.optim.Adam(model.parameters(), lr=3e-4) + optimizer = torch.optim.Adam(model.parameters(), lr=lr) criterion = torch.nn.CrossEntropyLoss() - - train(train_loader, model, 1, criterion, optimizer) diff --git a/modules/imgaug/samples/train_det_net.py b/modules/imgaug/samples/train_det_net.py index 20816784d07..2230445e582 100644 --- a/modules/imgaug/samples/train_det_net.py +++ b/modules/imgaug/samples/train_det_net.py @@ -3,27 +3,22 @@ import numpy as np import torch -from PIL import Image import cv2 import argparse -import transforms as T import torchvision from tqdm import tqdm def get_args(): parser = argparse.ArgumentParser() - parser.add_argument("--root", type=str, default="/Users/bytedance/Downloads/PennFudanPed") + parser.add_argument("--root", type=str, default="PennFudanPed") parser.add_argument("--lr", type=float, default=3e-4) - parser.add_argument("--backend", type=str, default="cv2") return parser.parse_args() class PennFudanDataset(torch.utils.data.Dataset): - def __init__(self, root, transforms=None, backend='cv2'): - assert backend in ['cv2', 'pil'] - self.backend = backend + def __init__(self, root, transforms=None): self.root = root self.transforms = transforms # load all image files, sorting them to @@ -52,66 +47,32 @@ def _get_boxes(self, mask): def __getitem__(self, idx): # load images and masks - if self.backend == 'pil': - img_path = os.path.join(self.root, "PNGImages", self.imgs[idx]) - mask_path = os.path.join(self.root, "PedMasks", self.masks[idx]) - img = Image.open(img_path).convert("RGB") - # note that we haven't converted the mask to RGB, - # because each color corresponds to a different instance - # with 0 being background - mask = Image.open(mask_path) - mask = np.array(mask) - # convert the PIL Image into a numpy array - - boxes = [] - for x1, y1, x2, y2 in self._get_boxes(mask): - boxes.append([x1, y1, x2, y2]) - - num_objs = len(boxes) - # convert everything into a torch.Tensor - boxes = torch.as_tensor(boxes, dtype=torch.float32) - # there is only one class - labels = torch.ones((num_objs,), dtype=torch.int64) - image_id = torch.tensor([idx]) - - target = { - "boxes": boxes, - "labels": labels, - "image_id": image_id, - } - - if self.transforms is not None: - img, target = self.transforms(img, target) - - return img, target["boxes"], target["labels"] - - else: - img_path = os.path.join(self.root, "PNGImages", self.imgs[idx]) - mask_path = os.path.join(self.root, "PedMasks", self.masks[idx]) - img = cv2.imread(img_path) - img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) - # mask is array of size (H, W), all elements of array are integers - # background is 0, and each distinct person is represented as a distinct integer starting from 1 - # you can treat mask as grayscale image - mask = cv2.imread(mask_path, cv2.IMREAD_GRAYSCALE) - boxes = [] - for x1, y1, x2, y2 in self._get_boxes(mask): - # NOTE: in opencv, box is represented as (x, y, width, height) - boxes.append([x1, y1, x2-x1, y2-y1]) - num_objs = len(boxes) - labels = torch.ones((num_objs,), dtype=torch.int64) - - if self.transforms is not None: - img, boxes = self.transforms.call(img, boxes) - - # 1. transpose from (h, w, c) to (c, h, w) - # 2. normalize data into range 0-1 - # 3. convert from np.array to torch.tensor - img = torch.tensor(np.transpose(img, (2, 0, 1)), dtype=torch.float32) - boxes = [[x1, y1, x1+width, y1+height] for x1, y1, width, height in boxes] - boxes = torch.as_tensor(boxes, dtype=torch.float32) - - return img, boxes, labels + img_path = os.path.join(self.root, "PNGImages", self.imgs[idx]) + mask_path = os.path.join(self.root, "PedMasks", self.masks[idx]) + img = cv2.imread(img_path) + img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) + # mask is array of size (H, W), all elements of array are integers + # background is 0, and each distinct person is represented as a distinct integer starting from 1 + # you can treat mask as grayscale image + mask = cv2.imread(mask_path, cv2.IMREAD_GRAYSCALE) + boxes = [] + for x1, y1, x2, y2 in self._get_boxes(mask): + # NOTE: in opencv, box is represented as (x, y, width, height) + boxes.append([x1, y1, x2-x1, y2-y1]) + num_objs = len(boxes) + labels = torch.ones((num_objs,), dtype=torch.int64) + + if self.transforms is not None: + img, boxes = self.transforms.call(img, boxes) + + # 1. transpose from (h, w, c) to (c, h, w) + # 2. normalize data into range 0-1 + # 3. convert from np.array to torch.tensor + img = torch.tensor(np.transpose(img, (2, 0, 1)), dtype=torch.float32) + boxes = [[x1, y1, x1+width, y1+height] for x1, y1, width, height in boxes] + boxes = torch.as_tensor(boxes, dtype=torch.float32) + + return img, boxes, labels def __len__(self): return len(self.imgs) @@ -135,19 +96,13 @@ def collate_fn(batch): return images, targets -def get_transforms(backend='cv2'): - if backend == 'cv2': - transforms = cv2.det.Compose([ - cv2.det.RandomFlip(), - cv2.det.Resize((500, 500)), - ]) - elif backend == 'pil': - transforms = T.Compose([ - T.RandomHorizontalFlip(0.5), - T.Resize((500, 500)), - T.PILToTensor(), - T.ConvertImageDtype(torch.float32), - ]) +def get_transforms(): + + transforms = cv2.det.Compose([ + cv2.det.RandomFlip(), + cv2.det.Resize((500, 500)), + ]) + return transforms @@ -172,15 +127,15 @@ def main(): device = torch.device("cuda" if torch.cuda.is_available() else "cpu") - transforms = get_transforms(args.backend) - dataset = PennFudanDataset(args.root, transforms=transforms, backend=args.backend) + transforms = get_transforms() + dataset = PennFudanDataset(args.root, transforms=transforms) indices = torch.randperm(len(dataset)).tolist() train_set = torch.utils.data.Subset(dataset, indices[:-50]) test_set = torch.utils.data.Subset(dataset, indices[-50:]) train_loader = torch.utils.data.DataLoader(train_set, batch_size=4, shuffle=True, num_workers=0, collate_fn=PennFudanDataset.collate_fn) - train_loader = torch.utils.data.DataLoader(test_set, batch_size=4, shuffle=False, num_workers=0, collate_fn=PennFudanDataset.collate_fn) + test_loader = torch.utils.data.DataLoader(test_set, batch_size=4, shuffle=False, num_workers=0, collate_fn=PennFudanDataset.collate_fn) model = torchvision.models.detection.fasterrcnn_resnet50_fpn(weights="DEFAULT").to(device) diff --git a/modules/imgaug/samples/transforms.py b/modules/imgaug/samples/transforms.py deleted file mode 100644 index 305d580e5b5..00000000000 --- a/modules/imgaug/samples/transforms.py +++ /dev/null @@ -1,605 +0,0 @@ -from typing import Dict, List, Optional, Tuple, Union - -import torch -import torchvision -from torch import nn, Tensor -from torchvision import ops -from torchvision.transforms import functional as F, InterpolationMode, transforms as T - - -def _flip_coco_person_keypoints(kps, width): - flip_inds = [0, 2, 1, 4, 3, 6, 5, 8, 7, 10, 9, 12, 11, 14, 13, 16, 15] - flipped_data = kps[:, flip_inds] - flipped_data[..., 0] = width - flipped_data[..., 0] - # Maintain COCO convention that if visibility == 0, then x, y = 0 - inds = flipped_data[..., 2] == 0 - flipped_data[inds] = 0 - return flipped_data - - -class Compose: - def __init__(self, transforms): - self.transforms = transforms - - def __call__(self, image, target): - for t in self.transforms: - image, target = t(image, target) - return image, target - - -class RandomHorizontalFlip(T.RandomHorizontalFlip): - def forward( - self, image: Tensor, target: Optional[Dict[str, Tensor]] = None - ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: - if torch.rand(1) < self.p: - image = F.hflip(image) - if target is not None: - _, _, width = F.get_dimensions(image) - target["boxes"][:, [0, 2]] = width - target["boxes"][:, [2, 0]] - if "masks" in target: - target["masks"] = target["masks"].flip(-1) - if "keypoints" in target: - keypoints = target["keypoints"] - keypoints = _flip_coco_person_keypoints(keypoints, width) - target["keypoints"] = keypoints - return image, target - - -class PILToTensor(nn.Module): - def forward( - self, image: Tensor, target: Optional[Dict[str, Tensor]] = None - ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: - image = F.pil_to_tensor(image) - return image, target - - -class ConvertImageDtype(nn.Module): - def __init__(self, dtype: torch.dtype) -> None: - super().__init__() - self.dtype = dtype - - def forward( - self, image: Tensor, target: Optional[Dict[str, Tensor]] = None - ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: - image = F.convert_image_dtype(image, self.dtype) - return image, target - - -class RandomIoUCrop(nn.Module): - def __init__( - self, - min_scale: float = 0.3, - max_scale: float = 1.0, - min_aspect_ratio: float = 0.5, - max_aspect_ratio: float = 2.0, - sampler_options: Optional[List[float]] = None, - trials: int = 40, - ): - super().__init__() - # Configuration similar to https://github.com/weiliu89/caffe/blob/ssd/examples/ssd/ssd_coco.py#L89-L174 - self.min_scale = min_scale - self.max_scale = max_scale - self.min_aspect_ratio = min_aspect_ratio - self.max_aspect_ratio = max_aspect_ratio - if sampler_options is None: - sampler_options = [0.0, 0.1, 0.3, 0.5, 0.7, 0.9, 1.0] - self.options = sampler_options - self.trials = trials - - def forward( - self, image: Tensor, target: Optional[Dict[str, Tensor]] = None - ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: - if target is None: - raise ValueError("The targets can't be None for this transform.") - - if isinstance(image, torch.Tensor): - if image.ndimension() not in {2, 3}: - raise ValueError(f"image should be 2/3 dimensional. Got {image.ndimension()} dimensions.") - elif image.ndimension() == 2: - image = image.unsqueeze(0) - - _, orig_h, orig_w = F.get_dimensions(image) - - while True: - # sample an option - idx = int(torch.randint(low=0, high=len(self.options), size=(1,))) - min_jaccard_overlap = self.options[idx] - if min_jaccard_overlap >= 1.0: # a value larger than 1 encodes the leave as-is option - return image, target - - for _ in range(self.trials): - # check the aspect ratio limitations - r = self.min_scale + (self.max_scale - self.min_scale) * torch.rand(2) - new_w = int(orig_w * r[0]) - new_h = int(orig_h * r[1]) - aspect_ratio = new_w / new_h - if not (self.min_aspect_ratio <= aspect_ratio <= self.max_aspect_ratio): - continue - - # check for 0 area crops - r = torch.rand(2) - left = int((orig_w - new_w) * r[0]) - top = int((orig_h - new_h) * r[1]) - right = left + new_w - bottom = top + new_h - if left == right or top == bottom: - continue - - # check for any valid boxes with centers within the crop area - cx = 0.5 * (target["boxes"][:, 0] + target["boxes"][:, 2]) - cy = 0.5 * (target["boxes"][:, 1] + target["boxes"][:, 3]) - is_within_crop_area = (left < cx) & (cx < right) & (top < cy) & (cy < bottom) - if not is_within_crop_area.any(): - continue - - # check at least 1 box with jaccard limitations - boxes = target["boxes"][is_within_crop_area] - ious = torchvision.ops.boxes.box_iou( - boxes, torch.tensor([[left, top, right, bottom]], dtype=boxes.dtype, device=boxes.device) - ) - if ious.max() < min_jaccard_overlap: - continue - - # keep only valid boxes and perform cropping - target["boxes"] = boxes - target["labels"] = target["labels"][is_within_crop_area] - target["boxes"][:, 0::2] -= left - target["boxes"][:, 1::2] -= top - target["boxes"][:, 0::2].clamp_(min=0, max=new_w) - target["boxes"][:, 1::2].clamp_(min=0, max=new_h) - image = F.crop(image, top, left, new_h, new_w) - - return image, target - - -class Resize(nn.Module): - def __init__(self, dims=(300, 300)): - super().__init__() - self.dims = dims - - def forward(self, image: Tensor, target: Optional[Dict[str, Tensor]] = None): - new_image = F.resize(image, self.dims) - old_dims = torch.FloatTensor([image.width, image.height, image.width, image.height]).unsqueeze(0) - target['boxes'] = target['boxes'] / old_dims # percent coordinates - return new_image, target - - -class RandomZoomOut(nn.Module): - def __init__( - self, fill: Optional[List[float]] = None, side_range: Tuple[float, float] = (1.0, 4.0), p: float = 0.5 - ): - super().__init__() - if fill is None: - fill = [0.0, 0.0, 0.0] - self.fill = fill - self.side_range = side_range - if side_range[0] < 1.0 or side_range[0] > side_range[1]: - raise ValueError(f"Invalid canvas side range provided {side_range}.") - self.p = p - - @torch.jit.unused - def _get_fill_value(self, is_pil): - # type: (bool) -> int - # We fake the type to make it work on JIT - return tuple(int(x) for x in self.fill) if is_pil else 0 - - def forward( - self, image: Tensor, target: Optional[Dict[str, Tensor]] = None - ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: - if isinstance(image, torch.Tensor): - if image.ndimension() not in {2, 3}: - raise ValueError(f"image should be 2/3 dimensional. Got {image.ndimension()} dimensions.") - elif image.ndimension() == 2: - image = image.unsqueeze(0) - - if torch.rand(1) >= self.p: - return image, target - - _, orig_h, orig_w = F.get_dimensions(image) - - r = self.side_range[0] + torch.rand(1) * (self.side_range[1] - self.side_range[0]) - canvas_width = int(orig_w * r) - canvas_height = int(orig_h * r) - - r = torch.rand(2) - left = int((canvas_width - orig_w) * r[0]) - top = int((canvas_height - orig_h) * r[1]) - right = canvas_width - (left + orig_w) - bottom = canvas_height - (top + orig_h) - - if torch.jit.is_scripting(): - fill = 0 - else: - fill = self._get_fill_value(F._is_pil_image(image)) - - image = F.pad(image, [left, top, right, bottom], fill=fill) - if isinstance(image, torch.Tensor): - # PyTorch's pad supports only integers on fill. So we need to overwrite the colour - v = torch.tensor(self.fill, device=image.device, dtype=image.dtype).view(-1, 1, 1) - image[..., :top, :] = image[..., :, :left] = image[..., (top + orig_h) :, :] = image[ - ..., :, (left + orig_w) : - ] = v - - if target is not None: - target["boxes"][:, 0::2] += left - target["boxes"][:, 1::2] += top - - return image, target - - -class RandomPhotometricDistort(nn.Module): - def __init__( - self, - contrast: Tuple[float] = (0.5, 1.5), - saturation: Tuple[float] = (0.5, 1.5), - hue: Tuple[float] = (-0.05, 0.05), - brightness: Tuple[float] = (0.875, 1.125), - p: float = 0.5, - ): - super().__init__() - self._brightness = T.ColorJitter(brightness=brightness) - self._contrast = T.ColorJitter(contrast=contrast) - self._hue = T.ColorJitter(hue=hue) - self._saturation = T.ColorJitter(saturation=saturation) - self.p = p - - def forward( - self, image: Tensor, target: Optional[Dict[str, Tensor]] = None - ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: - if isinstance(image, torch.Tensor): - if image.ndimension() not in {2, 3}: - raise ValueError(f"image should be 2/3 dimensional. Got {image.ndimension()} dimensions.") - elif image.ndimension() == 2: - image = image.unsqueeze(0) - - r = torch.rand(7) - - if r[0] < self.p: - image = self._brightness(image) - - contrast_before = r[1] < 0.5 - if contrast_before: - if r[2] < self.p: - image = self._contrast(image) - - if r[3] < self.p: - image = self._saturation(image) - - if r[4] < self.p: - image = self._hue(image) - - if not contrast_before: - if r[5] < self.p: - image = self._contrast(image) - - if r[6] < self.p: - channels, _, _ = F.get_dimensions(image) - permutation = torch.randperm(channels) - - is_pil = F._is_pil_image(image) - if is_pil: - image = F.pil_to_tensor(image) - image = F.convert_image_dtype(image) - image = image[..., permutation, :, :] - if is_pil: - image = F.to_pil_image(image) - - return image, target - - -class ScaleJitter(nn.Module): - """Randomly resizes the image and its bounding boxes within the specified scale range. - The class implements the Scale Jitter augmentation as described in the paper - `"Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation" `_. - - Args: - target_size (tuple of ints): The target size for the transform provided in (height, weight) format. - scale_range (tuple of ints): scaling factor interval, e.g (a, b), then scale is randomly sampled from the - range a <= scale <= b. - interpolation (InterpolationMode): Desired interpolation enum defined by - :class:`torchvision.transforms.InterpolationMode`. Default is ``InterpolationMode.BILINEAR``. - """ - - def __init__( - self, - target_size: Tuple[int, int], - scale_range: Tuple[float, float] = (0.1, 2.0), - interpolation: InterpolationMode = InterpolationMode.BILINEAR, - ): - super().__init__() - self.target_size = target_size - self.scale_range = scale_range - self.interpolation = interpolation - - def forward( - self, image: Tensor, target: Optional[Dict[str, Tensor]] = None - ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: - if isinstance(image, torch.Tensor): - if image.ndimension() not in {2, 3}: - raise ValueError(f"image should be 2/3 dimensional. Got {image.ndimension()} dimensions.") - elif image.ndimension() == 2: - image = image.unsqueeze(0) - - _, orig_height, orig_width = F.get_dimensions(image) - - scale = self.scale_range[0] + torch.rand(1) * (self.scale_range[1] - self.scale_range[0]) - r = min(self.target_size[1] / orig_height, self.target_size[0] / orig_width) * scale - new_width = int(orig_width * r) - new_height = int(orig_height * r) - - image = F.resize(image, [new_height, new_width], interpolation=self.interpolation) - - if target is not None: - target["boxes"][:, 0::2] *= new_width / orig_width - target["boxes"][:, 1::2] *= new_height / orig_height - if "masks" in target: - target["masks"] = F.resize( - target["masks"], [new_height, new_width], interpolation=InterpolationMode.NEAREST - ) - - return image, target - - -class FixedSizeCrop(nn.Module): - def __init__(self, size, fill=0, padding_mode="constant"): - super().__init__() - size = tuple(T._setup_size(size, error_msg="Please provide only two dimensions (h, w) for size.")) - self.crop_height = size[0] - self.crop_width = size[1] - self.fill = fill # TODO: Fill is currently respected only on PIL. Apply tensor patch. - self.padding_mode = padding_mode - - def _pad(self, img, target, padding): - # Taken from the functional_tensor.py pad - if isinstance(padding, int): - pad_left = pad_right = pad_top = pad_bottom = padding - elif len(padding) == 1: - pad_left = pad_right = pad_top = pad_bottom = padding[0] - elif len(padding) == 2: - pad_left = pad_right = padding[0] - pad_top = pad_bottom = padding[1] - else: - pad_left = padding[0] - pad_top = padding[1] - pad_right = padding[2] - pad_bottom = padding[3] - - padding = [pad_left, pad_top, pad_right, pad_bottom] - img = F.pad(img, padding, self.fill, self.padding_mode) - if target is not None: - target["boxes"][:, 0::2] += pad_left - target["boxes"][:, 1::2] += pad_top - if "masks" in target: - target["masks"] = F.pad(target["masks"], padding, 0, "constant") - - return img, target - - def _crop(self, img, target, top, left, height, width): - img = F.crop(img, top, left, height, width) - if target is not None: - boxes = target["boxes"] - boxes[:, 0::2] -= left - boxes[:, 1::2] -= top - boxes[:, 0::2].clamp_(min=0, max=width) - boxes[:, 1::2].clamp_(min=0, max=height) - - is_valid = (boxes[:, 0] < boxes[:, 2]) & (boxes[:, 1] < boxes[:, 3]) - - target["boxes"] = boxes[is_valid] - target["labels"] = target["labels"][is_valid] - if "masks" in target: - target["masks"] = F.crop(target["masks"][is_valid], top, left, height, width) - - return img, target - - def forward(self, img, target=None): - _, height, width = F.get_dimensions(img) - new_height = min(height, self.crop_height) - new_width = min(width, self.crop_width) - - if new_height != height or new_width != width: - offset_height = max(height - self.crop_height, 0) - offset_width = max(width - self.crop_width, 0) - - r = torch.rand(1) - top = int(offset_height * r) - left = int(offset_width * r) - - img, target = self._crop(img, target, top, left, new_height, new_width) - - pad_bottom = max(self.crop_height - new_height, 0) - pad_right = max(self.crop_width - new_width, 0) - if pad_bottom != 0 or pad_right != 0: - img, target = self._pad(img, target, [0, 0, pad_right, pad_bottom]) - - return img, target - - -class RandomShortestSize(nn.Module): - def __init__( - self, - min_size: Union[List[int], Tuple[int], int], - max_size: int, - interpolation: InterpolationMode = InterpolationMode.BILINEAR, - ): - super().__init__() - self.min_size = [min_size] if isinstance(min_size, int) else list(min_size) - self.max_size = max_size - self.interpolation = interpolation - - def forward( - self, image: Tensor, target: Optional[Dict[str, Tensor]] = None - ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: - _, orig_height, orig_width = F.get_dimensions(image) - - min_size = self.min_size[torch.randint(len(self.min_size), (1,)).item()] - r = min(min_size / min(orig_height, orig_width), self.max_size / max(orig_height, orig_width)) - - new_width = int(orig_width * r) - new_height = int(orig_height * r) - - image = F.resize(image, [new_height, new_width], interpolation=self.interpolation) - - if target is not None: - target["boxes"][:, 0::2] *= new_width / orig_width - target["boxes"][:, 1::2] *= new_height / orig_height - if "masks" in target: - target["masks"] = F.resize( - target["masks"], [new_height, new_width], interpolation=InterpolationMode.NEAREST - ) - - return image, target - - -def _copy_paste( - image: torch.Tensor, - target: Dict[str, Tensor], - paste_image: torch.Tensor, - paste_target: Dict[str, Tensor], - blending: bool = True, - resize_interpolation: F.InterpolationMode = F.InterpolationMode.BILINEAR, -) -> Tuple[torch.Tensor, Dict[str, Tensor]]: - - # Random paste targets selection: - num_masks = len(paste_target["masks"]) - - if num_masks < 1: - # Such degerante case with num_masks=0 can happen with LSJ - # Let's just return (image, target) - return image, target - - # We have to please torch script by explicitly specifying dtype as torch.long - random_selection = torch.randint(0, num_masks, (num_masks,), device=paste_image.device) - random_selection = torch.unique(random_selection).to(torch.long) - - paste_masks = paste_target["masks"][random_selection] - paste_boxes = paste_target["boxes"][random_selection] - paste_labels = paste_target["labels"][random_selection] - - masks = target["masks"] - - # We resize source and paste data if they have different sizes - # This is something we introduced here as originally the algorithm works - # on equal-sized data (for example, coming from LSJ data augmentations) - size1 = image.shape[-2:] - size2 = paste_image.shape[-2:] - if size1 != size2: - paste_image = F.resize(paste_image, size1, interpolation=resize_interpolation) - paste_masks = F.resize(paste_masks, size1, interpolation=F.InterpolationMode.NEAREST) - # resize bboxes: - ratios = torch.tensor((size1[1] / size2[1], size1[0] / size2[0]), device=paste_boxes.device) - paste_boxes = paste_boxes.view(-1, 2, 2).mul(ratios).view(paste_boxes.shape) - - paste_alpha_mask = paste_masks.sum(dim=0) > 0 - - if blending: - paste_alpha_mask = F.gaussian_blur( - paste_alpha_mask.unsqueeze(0), - kernel_size=(5, 5), - sigma=[ - 2.0, - ], - ) - - # Copy-paste images: - image = (image * (~paste_alpha_mask)) + (paste_image * paste_alpha_mask) - - # Copy-paste masks: - masks = masks * (~paste_alpha_mask) - non_all_zero_masks = masks.sum((-1, -2)) > 0 - masks = masks[non_all_zero_masks] - - # Do a shallow copy of the target dict - out_target = {k: v for k, v in target.items()} - - out_target["masks"] = torch.cat([masks, paste_masks]) - - # Copy-paste boxes and labels - boxes = ops.masks_to_boxes(masks) - out_target["boxes"] = torch.cat([boxes, paste_boxes]) - - labels = target["labels"][non_all_zero_masks] - out_target["labels"] = torch.cat([labels, paste_labels]) - - # Update additional optional keys: area and iscrowd if exist - if "area" in target: - out_target["area"] = out_target["masks"].sum((-1, -2)).to(torch.float32) - - if "iscrowd" in target and "iscrowd" in paste_target: - # target['iscrowd'] size can be differ from mask size (non_all_zero_masks) - # For example, if previous transforms geometrically modifies masks/boxes/labels but - # does not update "iscrowd" - if len(target["iscrowd"]) == len(non_all_zero_masks): - iscrowd = target["iscrowd"][non_all_zero_masks] - paste_iscrowd = paste_target["iscrowd"][random_selection] - out_target["iscrowd"] = torch.cat([iscrowd, paste_iscrowd]) - - # Check for degenerated boxes and remove them - boxes = out_target["boxes"] - degenerate_boxes = boxes[:, 2:] <= boxes[:, :2] - if degenerate_boxes.any(): - valid_targets = ~degenerate_boxes.any(dim=1) - - out_target["boxes"] = boxes[valid_targets] - out_target["masks"] = out_target["masks"][valid_targets] - out_target["labels"] = out_target["labels"][valid_targets] - - if "area" in out_target: - out_target["area"] = out_target["area"][valid_targets] - if "iscrowd" in out_target and len(out_target["iscrowd"]) == len(valid_targets): - out_target["iscrowd"] = out_target["iscrowd"][valid_targets] - - return image, out_target - - -class SimpleCopyPaste(torch.nn.Module): - def __init__(self, blending=True, resize_interpolation=F.InterpolationMode.BILINEAR): - super().__init__() - self.resize_interpolation = resize_interpolation - self.blending = blending - - def forward( - self, images: List[torch.Tensor], targets: List[Dict[str, Tensor]] - ) -> Tuple[List[torch.Tensor], List[Dict[str, Tensor]]]: - torch._assert( - isinstance(images, (list, tuple)) and all([isinstance(v, torch.Tensor) for v in images]), - "images should be a list of tensors", - ) - torch._assert( - isinstance(targets, (list, tuple)) and len(images) == len(targets), - "targets should be a list of the same size as images", - ) - for target in targets: - # Can not check for instance type dict with inside torch.jit.script - # torch._assert(isinstance(target, dict), "targets item should be a dict") - for k in ["masks", "boxes", "labels"]: - torch._assert(k in target, f"Key {k} should be present in targets") - torch._assert(isinstance(target[k], torch.Tensor), f"Value for the key {k} should be a tensor") - - # images = [t1, t2, ..., tN] - # Let's define paste_images as shifted list of input images - # paste_images = [t2, t3, ..., tN, t1] - # FYI: in TF they mix data on the dataset level - images_rolled = images[-1:] + images[:-1] - targets_rolled = targets[-1:] + targets[:-1] - - output_images: List[torch.Tensor] = [] - output_targets: List[Dict[str, Tensor]] = [] - - for image, target, paste_image, paste_target in zip(images, targets, images_rolled, targets_rolled): - output_image, output_data = _copy_paste( - image, - target, - paste_image, - paste_target, - blending=self.blending, - resize_interpolation=self.resize_interpolation, - ) - output_images.append(output_image) - output_targets.append(output_data) - - return output_images, output_targets - - def __repr__(self) -> str: - s = f"{self.__class__.__name__}(blending={self.blending}, resize_interpolation={self.resize_interpolation})" - return s \ No newline at end of file diff --git a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown index 2a1945cbf36..a835678c38c 100644 --- a/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown +++ b/modules/imgaug/tutorials/imgaug_basic_usage/imgaug_basic_usage.markdown @@ -69,6 +69,7 @@ randomCrop.call(src, dst); @endcode The original image is as follows: + ![](images/lena.jpg) You can display the augmented image after applying random crop by: @@ -105,6 +106,7 @@ dst = randomCrop.call(src) @endcode The original image is as follows: + ![](images/lena.jpg) You can display the augmented image after applying random crop by: diff --git a/modules/imgaug/tutorials/imgaug_obj_det/imgaug_obj_det.markdown b/modules/imgaug/tutorials/imgaug_obj_det/imgaug_obj_det.markdown index dcd5d2a7d10..b5a1dd72eb6 100644 --- a/modules/imgaug/tutorials/imgaug_obj_det/imgaug_obj_det.markdown +++ b/modules/imgaug/tutorials/imgaug_obj_det/imgaug_obj_det.markdown @@ -4,25 +4,29 @@ Data augmentation with imgaug in object detection {#tutorial_imgaug_object_detec @tableofcontents @prev_tutorial{tutorial_imgaug_basic_usage} +@next_tutorial{tutorial_imgaug_pytorch} | | | | -: | :- | | Author | Chuyang Zhao | | Compatibility | OpenCV >= 4.0 | -Goal ----- -In this tutorial, you will learn: -- How to use imgaug to perform data augmentation for data in object detection task -Basics +Introduction ------ In the previous tutorial, we demonstrate how to use imgaug to perform transforms on pure images. In some tasks, the inputs contains not only images but also the annotations. We extend the imgaug module to support most of the main stream computer vision tasks. Here we demonstrate how to use imgaug for object detection. -The inputs of object detection task contains source input image, the annotated bounding boxes, and the class labels + +Goal +---- +In this tutorial, you will learn: +- How to use imgaug to perform data augmentation for data in object detection task + + +The inputs of object detection task contain source input image, the annotated bounding boxes, and the class labels for each bounding box. In C++, the input image is represented as cv::Mat, the annotated bounding boxes can be represented as `std::vector` in which each bounding box is represented as a cv::Rect. The annotated labels for objects in bounding boxes can be represented as `std::vector`. @@ -78,7 +82,7 @@ The augmented image and its annotation are as follows: ![](images/det_rotation_out.jpg) -Full code of this example: +Complete code of this example: @include imgaug/samples/det_sample.cpp. @end_toggle @@ -135,7 +139,7 @@ The augmented image and its annotation are as follows: ![](images/det_rotation_out.png) -Full code of this example: +Complete code of this example: @include imgaug/samples/det_sample.cpp @end_toggle @@ -173,7 +177,7 @@ The augmented image and its annotation are as follows: ![](images/det_compose_out.png) -Full code of this example: +Complete code of this example: @include imgaug/samples/det_compose_sample.cpp @end_toggle @@ -208,7 +212,7 @@ The augmented image and its annotation are as follows: ![](images/det_compose_out.png) -Full code of this example: +Complete code of this example: @include imgaug/samples/det_compose_sample.cpp @end_toggle \ No newline at end of file diff --git a/modules/imgaug/tutorials/imgaug_pytorch/imgaug_pytorch.markdown b/modules/imgaug/tutorials/imgaug_pytorch/imgaug_pytorch.markdown new file mode 100644 index 00000000000..1c65c36b13a --- /dev/null +++ b/modules/imgaug/tutorials/imgaug_pytorch/imgaug_pytorch.markdown @@ -0,0 +1,210 @@ +Use imgaug with PyTorch {#tutorial_imgaug_pytorch} +============================== + +@tableofcontents + +@prev_tutorial{tutorial_imgaug_object_detection} + +| | | +| -: | :- | +| Author | Chuyang Zhao | +| Compatibility | OpenCV >= 4.0 | + +Introduction +------------ +Imgaug is the data augmentation module in OpenCV which allows you to process +the data before putting them into the model. Because imgaug is implemented in +pure C++ and is backend with OpenCV's efficient image processing operations, +it runs faster and more efficiently than other existing Python-based +implementations. In this tutorial, I will demonstrate how to use imgaug +with PyTorch. Specifically, how to preprocess the data before putting +them into the PyTorch model for training or inference. + + +Goals +----- +In this tutorial, you will learn how to: +1. Use imgaug to perform data augmentation on your input data +2. Use imgaug with PyTorch for the image classification task +3. Use imgaug with PyTorch for the object detection task + + +Usage +----- +### Use imgaug with PyTorch in image classification task +In this section, we use Imagenette as the training dataset. You can download it [here](https://github.com/fastai/imagenette). + +Firstly, we define the dataset of PyTorch as follows: + +@code{.py} +class ImagenetteDataset(torch.utils.data.Dataset): + def __init__(self, root, df_data, mode='train', transform=None): + super(ImagenetteDataset, self).__init__() + assert mode in ['train', 'valid'] + + self.root = root + self.transform = transform + labels = ['n01440764', 'n02102040', 'n02979186', 'n03000684', 'n03028079', 'n03394916', 'n03417042', 'n03425413', 'n03445777', 'n03888257'] + self.label_to_num = {v: k for k, v in enumerate(labels)} + + if mode == 'train': + self.df_data = df_data[df_data['is_valid'] == False][:256] + else: + self.df_data = df_data[df_data['is_valid'] == True] + + def __len__(self): + return len(self.df_data) + + def __getitem__(self, idx): + path = self.df_data.iloc[idx]['path'] + path = os.path.join(self.root, path) + image = self.get_image(path) + label = path.split('/')[-2] + label = self.label_to_num[label] + return image, label + + def get_image(self, path): + image = cv2.imread(path) + if self.transform: + image = self.transform.call(image) + image = np.transpose(image, (2, 0, 1)) + return torch.tensor(image, dtype=torch.float) +@endcode + +In this dataset, we use `transforms` which we defined below to perform +data augmentation on the image. + +The transforms we used contain four data augmentation methods, and they are +composed into one using the cv::imgaug::Compose class. + +@code{.py} +transforms = cv2.Compose([ + cv2.RandomCrop((300, 300), (0,0,0,0)), + cv2.RandomFlip(), + cv2.Resize((500, 500)), + cv2.Normalize(mean=(0.406, 0.456, 0.485), std=(0.225, 0.224, 0.229)) +]) +@endcode + +@note The mean and std here we pass to cv.Normalize are [0.406, 0.456, 0.485] and [0.225, 0.224, 0.229] +respectively, which is slightly different from the mean and std of ImageNet (mean = [0.485, 0.456, 0.406], std = [0.229, 0.224, 0.225]). +This is because the mean and std of ImageNet is for image in format RGB. But the image read by OpenCV is in BGR format. +So we need to change the order of the original mean and std of ImageNet to make it suitable for image read by OpenCV. + +After constructing the dataset and building the model, we can start training our model: + +@code{.py} +train_set = ImagenetteDataset(root_dir, df_train, 'train', transforms) + +train_loader = data.DataLoader(train_set, num_workers=0, batch_size=16, drop_last=True, shuffle=True) +model = resnet18(pretrained=True) +model.fc = torch.nn.Linear(in_features=512, out_features=10) +optimizer = torch.optim.Adam(model.parameters(), lr=lr) +criterion = torch.nn.CrossEntropyLoss() + +train(train_loader, model, 1, criterion, optimizer) +@endcode + +Complete code of the example is as follows: + +@include samples/train_cls_net.py + +### Use imgaug with PyTorch in object detection task + +In this section, we use Penn-Fudan dataset for training the object detection model. +You can download the dataset from [here](https://www.cis.upenn.edu/~jshi/ped_html/). + +Similarly, we first define the PyTorch dataset: +@code{.py} +class PennFudanDataset(torch.utils.data.Dataset): + def __init__(self, root, transforms=None): + self.root = root + self.transforms = transforms + # load all image files, sorting them to + # ensure that they are aligned + self.imgs = list(sorted(os.listdir(os.path.join(root, "PNGImages")))) + self.masks = list(sorted(os.listdir(os.path.join(root, "PedMasks")))) + + def _get_boxes(self, mask): + obj_ids = np.unique(mask) + # first id is the background, so remove it + obj_ids = obj_ids[1:] + + # split the color-encoded mask into a set + # of binary masks + masks = mask == obj_ids[:, None, None] + + # get bounding box coordinates for each mask + num_objs = len(obj_ids) + for i in range(num_objs): + pos = np.where(masks[i]) + xmin = np.min(pos[1]) + xmax = np.max(pos[1]) + ymin = np.min(pos[0]) + ymax = np.max(pos[0]) + yield xmin, ymin, xmax, ymax + + def __getitem__(self, idx): + # load images and masks + img_path = os.path.join(self.root, "PNGImages", self.imgs[idx]) + mask_path = os.path.join(self.root, "PedMasks", self.masks[idx]) + img = cv2.imread(img_path) + img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) + # mask is array of size (H, W), all elements of array are integers + # background is 0, and each distinct person is represented as a distinct integer starting from 1 + # you can treat mask as grayscale image + mask = cv2.imread(mask_path, cv2.IMREAD_GRAYSCALE) + boxes = [] + for x1, y1, x2, y2 in self._get_boxes(mask): + # NOTE: in opencv, box is represented as (x, y, width, height) + boxes.append([x1, y1, x2-x1, y2-y1]) + num_objs = len(boxes) + labels = torch.ones((num_objs,), dtype=torch.int64) + + if self.transforms is not None: + img, boxes = self.transforms.call(img, boxes) + + # 1. transpose from (h, w, c) to (c, h, w) + # 2. normalize data into range 0-1 + # 3. convert from np.array to torch.tensor + img = torch.tensor(np.transpose(img, (2, 0, 1)), dtype=torch.float32) + boxes = [[x1, y1, x1+width, y1+height] for x1, y1, width, height in boxes] + boxes = torch.as_tensor(boxes, dtype=torch.float32) + + return img, boxes, labels + + def __len__(self): + return len(self.imgs) + + @staticmethod + def collate_fn(batch): + images = list() + boxes = list() + labels = list() + targets = list() + + for item in batch: + images.append(item[0]) + # boxes.append(item[1]) + # labels.append(item[2]) + target = {"boxes": item[1], "labels": item[2]} + targets.append(target) + + images = torch.stack(images, dim=0) + + return images, targets +@endcode + +Then we define the transforms we use for data augmentation as: +@code{.py} +def get_transforms(): + transforms = cv2.det.Compose([ + cv2.det.RandomFlip(), + cv2.det.Resize((500, 500)), + ]) + return transforms +@endcode + +Complete code the example is as follows: + +@include samples/train_det_net.py \ No newline at end of file diff --git a/modules/imgaug/tutorials/table_of_content_imgaug.markdown b/modules/imgaug/tutorials/table_of_content_imgaug.markdown index c7ac6a74445..90b087937ee 100644 --- a/modules/imgaug/tutorials/table_of_content_imgaug.markdown +++ b/modules/imgaug/tutorials/table_of_content_imgaug.markdown @@ -26,3 +26,11 @@ a model with its data preprocessing pipeline from Python to production environme *Author:* Chuyang Zhao Use imgaug to perform data augmentation for object detection task. + +- @subpage tutorial_imgaug_pytorch + + *Compatibility:* >= OpenCV 4.0 + + *Author:* Chuyang Zhao + + Use imgaug with PyTorch for different computer vision tasks. \ No newline at end of file From fb9a5d7ff46e98d4f208a3deb4909c49b404d9fb Mon Sep 17 00:00:00 2001 From: ZhaoChuyang Date: Mon, 12 Sep 2022 23:36:05 +0800 Subject: [PATCH 21/22] reduce image size --- .../imgaug_basic_usage/images/compose_out.jpg | Bin 24334 -> 7158 bytes .../imgaug_basic_usage/images/lena.jpg | Bin 91814 -> 24842 bytes 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