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Training a keras model to recognize real images of cats and dogs in order to classify an incoming image as one or the other.

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Cat-OR-Dog-Classification-Training

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

Requirements

  • Python 3 or higher.

Packages

Numpy

py -m pip install numpy

Tensorflow

py -m pip install tensorflow

Start Training

py convolutional_neural_network.py
py transfer_learning.py

About

Training a keras model to recognize real images of cats and dogs in order to classify an incoming image as one or the other.

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