From 4325f07650654f1da85811db396e231d9667080b Mon Sep 17 00:00:00 2001 From: Gustavo Date: Wed, 5 Jul 2023 16:12:14 +0200 Subject: [PATCH 1/6] Add model files --- .../scripts/get_footwear | 0 .../src/image_recognition_footwear/model.py | 55 +++++++++++++++++++ .../process_data.py | 46 ++++++++++++++++ .../test/test_footwear.py | 0 4 files changed, 101 insertions(+) create mode 100644 image_recognition_footwear/scripts/get_footwear create mode 100644 image_recognition_footwear/src/image_recognition_footwear/model.py create mode 100644 image_recognition_footwear/src/image_recognition_footwear/process_data.py create mode 100644 image_recognition_footwear/test/test_footwear.py diff --git a/image_recognition_footwear/scripts/get_footwear b/image_recognition_footwear/scripts/get_footwear new file mode 100644 index 00000000..e69de29b diff --git a/image_recognition_footwear/src/image_recognition_footwear/model.py b/image_recognition_footwear/src/image_recognition_footwear/model.py new file mode 100644 index 00000000..bbb07fcd --- /dev/null +++ b/image_recognition_footwear/src/image_recognition_footwear/model.py @@ -0,0 +1,55 @@ +import torch +import torch.nn as nn +class Model(nn.Module): + def __init__(self, in_channels, channel_1, channel_2, channel_3, \ + node_1, node_2, num_classes): + super().__init__() + ####### Convolutional layers ###### + self.conv1 = nn.Sequential( + nn.Conv2d(in_channels, channel_1, kernel_size=3, padding=1, stride=1), + nn.BatchNorm2d(channel_1), + nn.LeakyReLU(), + nn.Conv2d(channel_1, channel_1, kernel_size=3, padding=1, stride=1), + nn.BatchNorm2d(channel_1), + nn.LeakyReLU(), + nn.MaxPool2d(kernel_size=2, stride=2), + ) + self.conv2 = nn.Sequential( + nn.Conv2d(channel_1, channel_2, kernel_size=3, padding=1, stride=1), + nn.BatchNorm2d(channel_2), + nn.LeakyReLU(), + nn.Conv2d(channel_2, channel_2, kernel_size=3, padding=1, stride=1), + nn.BatchNorm2d(channel_2), + nn.LeakyReLU(), + nn.MaxPool2d(kernel_size=2, stride=2), + ) + self.conv3 = nn.Sequential( + nn.Conv2d(channel_2, channel_3, kernel_size=3, padding=1, stride=1), + nn.BatchNorm2d(channel_3), + nn.LeakyReLU(), + nn.Conv2d(channel_3, channel_3, kernel_size=3, padding=1, stride=1), + nn.BatchNorm2d(channel_3), + nn.LeakyReLU(), + nn.MaxPool2d(kernel_size=7, stride=2), + ) + + ######## Affine layers ######## + self.fc = nn.Sequential( + nn.Flatten(), + nn.Linear(channel_3, node_1), + nn.BatchNorm1d(node_1), + nn.Dropout(p=0.5), + + nn.Linear(node_1, node_2), + nn.BatchNorm1d(node_2), + + nn.Linear(node_2, num_classes) + ) + + def forward(self, x): + x = self.conv1(x) + x = self.conv2(x) + x = self.conv3(x) + + scores = self.fc(x) + return scores \ No newline at end of file diff --git a/image_recognition_footwear/src/image_recognition_footwear/process_data.py b/image_recognition_footwear/src/image_recognition_footwear/process_data.py new file mode 100644 index 00000000..51ef9d65 --- /dev/null +++ b/image_recognition_footwear/src/image_recognition_footwear/process_data.py @@ -0,0 +1,46 @@ +import numpy as np +from torchvision import transforms as T +import torch +from PIL import Image, ImageOps + +def preprocess_RGB(img): + """preproces image: + input is a PIL image. + Output image should be pytorch tensor that is compatible with your model""" + img = T.functional.resize(img, size=(32, 32), interpolation=Image.NEAREST) + trans = T.Compose([T.ToTensor(),T.Grayscale(num_output_channels=3),T.Normalize((0.4914, 0.4822, 0.4465), (0.2023, 0.1994, 0.2010))]) + img = trans(img) + img = img.unsqueeze(0) + + return img +def heroPreprocess(img): + """preproces image: + expected input is a PIL image from Hero. + Output image should be pytorch tensor that is compatible with your model""" + width, height = img.size # Hero image size (640x480) + left = width/2 - 100 + top = height/2 + 140 + right = width/2 + bottom = height + im1 = img.crop((left, top, right, bottom)) + img2 = T.functional.resize(im1, size=(32, 32), interpolation=Image.NEAREST) + trans = T.Compose([T.ToTensor(),T.Normalize((0.4914, 0.4822, 0.4465), (0.2023, 0.1994, 0.2010))]) + img_trans = trans(img2) + img_trans = img_trans.unsqueeze(0) + + return img_trans + +def detection_RGB(img, model): + """Detection of foortwear: + Input is a preprocessed image to provide to the model. + Output should be binary classification [True, False], where True is the detection of the footwear.""" + model.eval() + info = next(model.parameters()) # Retrieve the first parameter tensor from the iterator + device = info.device + dtype = info.dtype + with torch.no_grad(): + img = img.to(device=device, dtype=dtype) + scores = model(img) + preds = torch.argmax(scores, axis=1) + score_max_numpy = int(preds.cpu().detach().numpy()) + return score_max_numpy diff --git a/image_recognition_footwear/test/test_footwear.py b/image_recognition_footwear/test/test_footwear.py new file mode 100644 index 00000000..e69de29b From c1728731cccfa3907199f85e2101e4098270d581 Mon Sep 17 00:00:00 2001 From: Gustavo Date: Wed, 5 Jul 2023 16:14:03 +0200 Subject: [PATCH 2/6] Add params to load model and use for detection --- .../scripts/get_footwear | 45 +++++++++++++++++++ 1 file changed, 45 insertions(+) diff --git a/image_recognition_footwear/scripts/get_footwear b/image_recognition_footwear/scripts/get_footwear index e69de29b..8ea754e6 100644 --- a/image_recognition_footwear/scripts/get_footwear +++ b/image_recognition_footwear/scripts/get_footwear @@ -0,0 +1,45 @@ +#!/usr/bin/env python3 + +from __future__ import print_function +import argparse +from image_recognition_footwear.model import Model +from image_recognition_footwear.process_data import heroPreprocess, detection_RGB +from PIL import Image +import os +import torch + +# Assign description to the help doc +parser = argparse.ArgumentParser(description='Get footwear detected using PyTorch') + +# Add arguments +parser.add_argument('image', type=str, help='Image') +parser.add_argument('--weights-path', type=str, help='Path to the weights of the VGG model', + default=os.path.expanduser('~/data/pytorch_models/footwearModel.pth')) + +parser.add_argument('--input-channel', type=int, help='Size of the input model channel', default=3) +parser.add_argument('--channel1-size', type=int, help='Size channel 1', default=128) +parser.add_argument('--channel2-size', type=int, help='Size channel 2', default=256) +parser.add_argument('--channel3-size', type=int, help='Size channel 3', default=512) +parser.add_argument('--nodes-fclayer1-size', type=int, help='Size fully connected layer 1 neurons', default=1024) +parser.add_argument('--nodes-fclayer2-size', type=int, help='Size fully connected layer 2 neurons', default=1024) +parser.add_argument('--class-size', type=int, help='Classes of the network', default=2) + +device = torch.device('cuda') +dtype = torch.float32 + +args = parser.parse_args() + +# Read the image and preprocess +img = Image.open(args.image) +preprocessed_img = heroPreprocess(img) + +# Load the model +model = Model(in_channel=args.input_channel, channel_1=args.channel1_size, channel_2=args.channel2_size, channel_3=args.channel3_size, node_1=args.nodes_fclayer1_size, node_2=args.nodes_fclayer2_size, num_classes=args.class_size) +model.load_state_dict(torch.load(args.weights_path)) +model.to(device=device) + +# Detection +detector = detection_RGB(preprocessed_img, model) + +print(detector) + From f26f0292511871d9da4e3eba1d205ef846f58b4c Mon Sep 17 00:00:00 2001 From: Gustavo Date: Wed, 5 Jul 2023 16:15:12 +0200 Subject: [PATCH 3/6] Add files to init --- .../src/image_recognition_footwear/__init__.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/image_recognition_footwear/src/image_recognition_footwear/__init__.py b/image_recognition_footwear/src/image_recognition_footwear/__init__.py index e69de29b..68178498 100644 --- a/image_recognition_footwear/src/image_recognition_footwear/__init__.py +++ b/image_recognition_footwear/src/image_recognition_footwear/__init__.py @@ -0,0 +1,2 @@ +from . import model +from . import process_data \ No newline at end of file From 37eb33356a093ea56d51b7d6f053ed54f214902b Mon Sep 17 00:00:00 2001 From: Gustavo Date: Wed, 5 Jul 2023 16:16:16 +0200 Subject: [PATCH 4/6] Add files to test footwear recognition --- .../test/assests/no_shoe.jpg | Bin 0 -> 143231 bytes .../test/assests/yes_shoe.jpg | Bin 0 -> 136423 bytes .../test/test_footwear.py | 43 ++++++++++++++++++ 3 files changed, 43 insertions(+) create mode 100644 image_recognition_footwear/test/assests/no_shoe.jpg create mode 100644 image_recognition_footwear/test/assests/yes_shoe.jpg diff --git a/image_recognition_footwear/test/assests/no_shoe.jpg b/image_recognition_footwear/test/assests/no_shoe.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b33d707fabbbf3321c0799d610ab49d5d924b6a9 GIT binary patch literal 143231 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z=FADClx`{m1RlJRpTeC4+Fi&xgfYvx2}V|2b_XE$ti69!vx4D7Hqt)#18_VKQfd>b fUtC7e$3K?1$YPa^E7Vqs>i6}1LVT`zw2%MUW)tKc literal 0 HcmV?d00001 diff --git a/image_recognition_footwear/test/test_footwear.py b/image_recognition_footwear/test/test_footwear.py index e69de29b..d7babdd1 100644 --- a/image_recognition_footwear/test/test_footwear.py +++ b/image_recognition_footwear/test/test_footwear.py @@ -0,0 +1,43 @@ +#!/usr/bin/env python + +import os +import re +from future.moves.urllib.request import urlretrieve +import unittest + +from PIL import Image +import rospkg +from image_recognition_footwear.model import Model +from image_recognition_footwear.process_data import heroPreprocess, detection_RGB +import torch + +@unittest.skip +def test_footwear(): + local_path = "~/data/pytorch_models/footwearModel.pth" + + if not os.path.exists(local_path): + print("File does not exit {}".format(local_path)) + + def is_there_footwear_from_asset_name(asset_name): + binary_str = re.search("(\w+)_shoe", asset_name).groups() + return binary_str == "yes" + + assets_path = os.path.join(rospkg.RosPack().get_path("image_recognition_footwear"), 'test/assets') + images_gt = [(Image.open(os.path.join(assets_path, asset)), is_there_footwear_from_asset_name(asset)) + for asset in os.listdir(assets_path)] + + device = torch.device('cuda') + model = Model(in_channel=3, channel_1=128, channel_2=256, channel_3=512, node_1=1024, node_2=1024, num_classes=2) + model.load_state_dict(torch.load(local_path)) + model.to(device=device) + detections = detection_RGB([image for image, _ in images_gt], model) + + estimations = AgeGenderEstimator(local_path, 64, 16, 8).estimate([image for image, _ in images_gt]) + + for (_, (is_footwear_gt)), (binary_detection) in zip(images_gt, detections): + binary_detection = int(binary_detection) + assert is_footwear_gt == binary_detection, f"{binary_detection=}, {is_footwear_gt=}" + + +if __name__ == "__main__": + test_footwear() \ No newline at end of file From d5153e973fa87b331ec6e253961820110332ba5e Mon Sep 17 00:00:00 2001 From: Gustavo Date: Wed, 5 Jul 2023 20:56:25 +0200 Subject: [PATCH 5/6] Added test for image_recognition_footwear --- image_recognition_footwear/test/run_tests.bash | 2 ++ 1 file changed, 2 insertions(+) create mode 100644 image_recognition_footwear/test/run_tests.bash diff --git a/image_recognition_footwear/test/run_tests.bash b/image_recognition_footwear/test/run_tests.bash new file mode 100644 index 00000000..d5b561c3 --- /dev/null +++ b/image_recognition_footwear/test/run_tests.bash @@ -0,0 +1,2 @@ +#!/bin/bash +nosetests -vv "$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )" \ No newline at end of file From d57a2ed27fa210e5eb30c1f6d0e7b27b66c26292 Mon Sep 17 00:00:00 2001 From: Matthijs van der Burgh Date: Sat, 3 Feb 2024 15:08:03 +0100 Subject: [PATCH 6/6] (footwear) run black -l 120 --- image_recognition_footwear/setup.py | 5 +- .../image_recognition_footwear/__init__.py | 2 +- .../src/image_recognition_footwear/model.py | 11 ++-- .../process_data.py | 52 ++++++++++++------- .../test/test_footwear.py | 13 +++-- 5 files changed, 47 insertions(+), 36 deletions(-) diff --git a/image_recognition_footwear/setup.py b/image_recognition_footwear/setup.py index ee31247d..7bd2b912 100644 --- a/image_recognition_footwear/setup.py +++ b/image_recognition_footwear/setup.py @@ -1,9 +1,6 @@ from setuptools import setup from catkin_pkg.python_setup import generate_distutils_setup -d = generate_distutils_setup( - packages=['image_recognition_footwear'], - package_dir={'': 'src'} -) +d = generate_distutils_setup(packages=["image_recognition_footwear"], package_dir={"": "src"}) setup(**d) diff --git a/image_recognition_footwear/src/image_recognition_footwear/__init__.py b/image_recognition_footwear/src/image_recognition_footwear/__init__.py index 68178498..0e6ee3cc 100644 --- a/image_recognition_footwear/src/image_recognition_footwear/__init__.py +++ b/image_recognition_footwear/src/image_recognition_footwear/__init__.py @@ -1,2 +1,2 @@ from . import model -from . import process_data \ No newline at end of file +from . import process_data diff --git a/image_recognition_footwear/src/image_recognition_footwear/model.py b/image_recognition_footwear/src/image_recognition_footwear/model.py index bbb07fcd..e4cef071 100644 --- a/image_recognition_footwear/src/image_recognition_footwear/model.py +++ b/image_recognition_footwear/src/image_recognition_footwear/model.py @@ -1,8 +1,9 @@ import torch import torch.nn as nn + + class Model(nn.Module): - def __init__(self, in_channels, channel_1, channel_2, channel_3, \ - node_1, node_2, num_classes): + def __init__(self, in_channels, channel_1, channel_2, channel_3, node_1, node_2, num_classes): super().__init__() ####### Convolutional layers ###### self.conv1 = nn.Sequential( @@ -39,11 +40,9 @@ def __init__(self, in_channels, channel_1, channel_2, channel_3, \ nn.Linear(channel_3, node_1), nn.BatchNorm1d(node_1), nn.Dropout(p=0.5), - nn.Linear(node_1, node_2), nn.BatchNorm1d(node_2), - - nn.Linear(node_2, num_classes) + nn.Linear(node_2, num_classes), ) def forward(self, x): @@ -52,4 +51,4 @@ def forward(self, x): x = self.conv3(x) scores = self.fc(x) - return scores \ No newline at end of file + return scores diff --git a/image_recognition_footwear/src/image_recognition_footwear/process_data.py b/image_recognition_footwear/src/image_recognition_footwear/process_data.py index 51ef9d65..34c9fea3 100644 --- a/image_recognition_footwear/src/image_recognition_footwear/process_data.py +++ b/image_recognition_footwear/src/image_recognition_footwear/process_data.py @@ -1,46 +1,58 @@ -import numpy as np from torchvision import transforms as T import torch -from PIL import Image, ImageOps +from PIL import Image -def preprocess_RGB(img): - """preproces image: - input is a PIL image. + +def preprocess_rgb(img): + """ + Preproces image + Input is a PIL image. Output image should be pytorch tensor that is compatible with your model""" img = T.functional.resize(img, size=(32, 32), interpolation=Image.NEAREST) - trans = T.Compose([T.ToTensor(),T.Grayscale(num_output_channels=3),T.Normalize((0.4914, 0.4822, 0.4465), (0.2023, 0.1994, 0.2010))]) + trans = T.Compose( + [ + T.ToTensor(), + T.Grayscale(num_output_channels=3), + T.Normalize((0.4914, 0.4822, 0.4465), (0.2023, 0.1994, 0.2010)), + ] + ) img = trans(img) img = img.unsqueeze(0) return img -def heroPreprocess(img): - """preproces image: - expected input is a PIL image from Hero. + + +def hero_preprocess(img): + """ + Pre-proces image. + Expected input is a PIL image. Output image should be pytorch tensor that is compatible with your model""" - width, height = img.size # Hero image size (640x480) - left = width/2 - 100 - top = height/2 + 140 - right = width/2 + width, height = img.size # Hero image size (640x480) + left = width / 2 - 100 + top = height / 2 + 140 + right = width / 2 bottom = height im1 = img.crop((left, top, right, bottom)) img2 = T.functional.resize(im1, size=(32, 32), interpolation=Image.NEAREST) - trans = T.Compose([T.ToTensor(),T.Normalize((0.4914, 0.4822, 0.4465), (0.2023, 0.1994, 0.2010))]) + trans = T.Compose([T.ToTensor(), T.Normalize((0.4914, 0.4822, 0.4465), (0.2023, 0.1994, 0.2010))]) img_trans = trans(img2) img_trans = img_trans.unsqueeze(0) return img_trans -def detection_RGB(img, model): - """Detection of foortwear: + +def detection_rgb(img, model): + """ + Detection of footwear. Input is a preprocessed image to provide to the model. Output should be binary classification [True, False], where True is the detection of the footwear.""" model.eval() - info = next(model.parameters()) # Retrieve the first parameter tensor from the iterator + info = next(model.parameters()) # Retrieve the first parameter tensor from the iterator device = info.device - dtype = info.dtype + dtype = info.dtype with torch.no_grad(): - img = img.to(device=device, dtype=dtype) + img = img.to(device=device, dtype=dtype) scores = model(img) - preds = torch.argmax(scores, axis=1) + preds = torch.argmax(scores, axis=1) score_max_numpy = int(preds.cpu().detach().numpy()) return score_max_numpy diff --git a/image_recognition_footwear/test/test_footwear.py b/image_recognition_footwear/test/test_footwear.py index d7babdd1..6fda4342 100644 --- a/image_recognition_footwear/test/test_footwear.py +++ b/image_recognition_footwear/test/test_footwear.py @@ -11,6 +11,7 @@ from image_recognition_footwear.process_data import heroPreprocess, detection_RGB import torch + @unittest.skip def test_footwear(): local_path = "~/data/pytorch_models/footwearModel.pth" @@ -22,11 +23,13 @@ def is_there_footwear_from_asset_name(asset_name): binary_str = re.search("(\w+)_shoe", asset_name).groups() return binary_str == "yes" - assets_path = os.path.join(rospkg.RosPack().get_path("image_recognition_footwear"), 'test/assets') - images_gt = [(Image.open(os.path.join(assets_path, asset)), is_there_footwear_from_asset_name(asset)) - for asset in os.listdir(assets_path)] + assets_path = os.path.join(rospkg.RosPack().get_path("image_recognition_footwear"), "test/assets") + images_gt = [ + (Image.open(os.path.join(assets_path, asset)), is_there_footwear_from_asset_name(asset)) + for asset in os.listdir(assets_path) + ] - device = torch.device('cuda') + device = torch.device("cuda") model = Model(in_channel=3, channel_1=128, channel_2=256, channel_3=512, node_1=1024, node_2=1024, num_classes=2) model.load_state_dict(torch.load(local_path)) model.to(device=device) @@ -40,4 +43,4 @@ def is_there_footwear_from_asset_name(asset_name): if __name__ == "__main__": - test_footwear() \ No newline at end of file + test_footwear()