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Classyfying Dog-vs-Cat images

Following chapter 5.2 from the book Deep Learning with Python from Francois Chollet we implement a convnet from scratch for predicting whether an image is a Cat or a Dog.

Net architecture for Classyfying Dog-vs-Cat without dropout and data augmentation

Keras computational graph for Classyfying Dog-vs-Cat without dropout and data augmentation.

Net architecture for Classyfying Dog-vs-Cat using dropout and data augmentation

Keras computational graph for Classyfying Dog-vs-Cat using dropout and data augmentation.