Data-efficient GANs with Adaptive Discriminator Augmentation

Official tutorial: click here.

Although the official Keras tutorial is very detailed, there will be a download error of tensorflow_data when I run the relevant program. This situation is very distressing. So I clicked the download link of the raw caltech_birds2011 dataset and customized the dataset processing file cub_data_processor.py.

1. Data preprocessing

Download the CUB_200_2011.tgz file and move it to the current project directory.

Then unzip it as follows.

tar -zxvf CUB_200_2011.tgz

2. Run the training program

Run the training program as follows.

python gan_ada.py