ACGAN_cifar10

A PyTorch implementation of Auxiliary Classifier GAN to generate CIFAR10 images.

Literature survey

• The orginal ACGAN paper - [https://arxiv.org/abs/1610.09585]
• Code heavily inspired by dcgan pytorch repo.
• A lot of tuning and hacks borrowed from this awesome repo.

Results

After training for 50 epochs with batch size 100, following are the results of some of the classes.

• horses

• cars

• Frogs

• trucks