Hyperparameter Optimization for Cats and Dogs

In CNNs with Keras we trained a CNN for classifying images of cats and dogs. Using the knownledge from ANNs with Keras abuot hyperparameter optimization we may improve prediction quality.

Task: Find a CNN for classifying cats and dogs using hyperparameter optimization for Keras. Do not use data augmentation or pre-trained ANNs. Try to get at least 85 percent classification accuracy.

Solution:

# your answer