Examples

Title Description
Convolutional LSTM network Demonstrates the use of a convolutional LSTM network.
DCGAN to generate face images A simple DCGAN trained using fit() by overriding train_step on CelebA images.
Deep Dream Generating Deep Dreams with Keras.
Image Captioning Implement an image captioning model using a CNN and a Transformer.
Sequence to sequence learning for performing number addition Implementation of sequence to sequence learning for performing addition of two numbers (as strings).
Simple CNN on CIFAR10 dataset Trains a simple deep CNN on the CIFAR10 small images dataset.
Trains a memory network on the bAbI dataset Trains a memory network on the bAbI dataset for reading comprehension.
Trains a two-branch recurrent network on the bAbI dataset Trains a two-branch recurrent network on the bAbI dataset for reading comprehension.
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