How to check GAN's generator ability?
I think, we can check our generator model by using t-SNE!
First, split MNIST file
Second, train GAN model for each class
Third, train CNN model for MNIST
Fourth, check generated image with real image using t-sne
Fifth, check CNN feature map of generated image and real image using t-sne
you can check result in ./GAN_and_t-SNE/t-sne.ipynb