Training NVIDIA StyleGAN2 ADA under Colab Free and Colab Pro Tricks

Опубликовано: 14 Октябрь 2024
на канале: Jeff Heaton
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Google Colab and Colab Pro can be used to train GANs, but with some restrictions. In this video I demonstrate how to use Colab to train images for StyleGAN2 ADA.

1:20 Jupyter Notebook for GAN Training in CoLab
1:38 Setting up GDRIVE
3:33 Output from StyleGAN
5:16 Colab GPUs and Limitations
5:35 Google Colab Throttling
7:00 Is Colab Pro Worth It?
9:19 Setting Up your Notebook
9:50 Converting Images
10:35 Cleaning Up your Images
11:00 Initial Training
12:29 Resume Training

Notebook used in this video:
https://github.com/jeffheaton/present...

Generating GANs:
https://github.com/jeffheaton/t81_558...

Deal with CoLab timeout:
https://stackoverflow.com/questions/5...

Download Images from Flickr
https://github.com/jeffheaton/pyimgdata

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