Training a keras model to recognize real images of cats and dogs in order to classify an incoming image as one or the other.
Download images from mledu-datasets/cats_and_dogs_filtered.zip.
Download inception model weights for transfer learning from mledu-datasets/inception_v3_weights_tf_dim_ordering_tf_kernels_notop.h5
- Python 3 or higher.
py -m pip install numpy
py -m pip install tensorflow
py convolutional_neural_network.py
py transfer_learning.py