Machine Learning, Data Science, Deep Learning, Artificial Intelligence, Towards Data Science.
Compute error in reconstruction reconstruction_loss = mse(K.flatten(input_img) , K.flatten(output)) # Compute the KL Divergence regularization term kl_loss = - 0.5 * K.sum(1 + z_log_sigma - K.square(z_mean) - K.exp(z_log_sigma), axis = -1) # Return the average loss over all images in batch