Keras

Object Detection With Mask R-CNN

Run Mask R-CNN and train it on custom data with Keras

• CNN

Neural Machine Translation With Keras

Use an RNN with attention to translate French to English

• Language

Text Summarization With Seq2Seq Models

Summarize long texts using seq2seq models with Keras

Guide to TensorFlow and Keras

Learn how to work with these fundamental DL frameworks

• TensorFlow

Fine-Tuning Shallow Neural Networks with Keras

Achieve state-of-the-art image classification without the long training times

• Keras

Build an Autoencoder from Scratch in Keras

Build a VAE in Keras that can encode and decode images

• Autoencoder

Image Compression Using Autoencoders in Keras

Compress and reconstruct images

• Image Processing

Generate Images with a Variational Autoencoder (VAE)

Using Keras and the fashion-MNIST dataset to generate images with a VAE

• Autoencoder