ContraD

Code for the paper "Training GANs with Stronger Augmentations via Contrastive Discriminator" (ICLR 2021) (by jh-jeong)

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ContraD reviews and mentions

Posts with mentions or reviews of ContraD. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-06-04.
  • [D] What is the smallest dataset you styleGAN2 trained?
    2 projects | /r/MachineLearning | 4 Jun 2021
    Well, I've been trying to train a 1024 GAN from scratch on stylegan2-ada-pytorch with a small dataset 300 samples of not so diversity in images of painting faces. Fact is that on first try FID went as low as 71 and started deteriorating. Now I x-flip augmented the dataset (700 images) and at 900kimg FID went 64 but I doubt it will get lower. I lowered the learning rate to 0.0001 as they say it might help... Recently found this way of dataset augmentation... probably will use this https://github.com/jh-jeong/ContraD

Stats

Basic ContraD repo stats
1
189
0.0
over 2 years ago

jh-jeong/ContraD is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of ContraD is Python.


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