Training on all the digits at once

[udion]

Hi, While training on multiple images of MNIST I was not getting any reasonable output upon generation of images, however when I trained on a single digit (say 3) I was able to generate reasonable looking digits (like 3).

I tried increasing the iteration for training with multiple digits in dataset together, but still I am not getting reasonable outputs like yours, any suggestions?

[hwalsuklee]

Hi, from my experience, I suggest you to use deeper architectures.
Generated images are a bit sensitive to network architecture.

DCGAN like architecture would be good start point.

[udion]

I have tried dcgan as well, but it also doesn't when dataset has mixture of all the digits. any suggestions?

[lerndeep]

@udion can you let me know how can I train network just one class and generate one class output?