Mastering Computer Vision with TensorFlow 2.x

TensorFlow DCGAN – example

TensorFlow.org has an excellent example of image inpainting that you can run in Google Colab or on your own local machine. The example can be run in Google Colab at https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/tutorials/generative/dcgan.ipynb#scrollTo=xjjkT9KAK6H7.

This example shows training a GAN based on the MNIST dataset and then the production of artificial numbers. The model that's used is similar to what we described in the preceding sections.