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akiyamasho
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stylegan3-anime-faces-generator

PyTorch
image-generation
gan
stylegan
stylegan3
nvidia
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metadata
license: mit
library_name: pytorch
tags:
  - image-generation
  - gan
  - stylegan
  - stylegan3
  - nvidia

Anime Faces Generator (StyleGAN3 by NVIDIA)

Generated Faces

This is a StyleGAN3 PyTorch model trained on this Anime Face Dataset.

Usage

Demo on Spaces is not yet implemented.

You can run the model pickle file locally using the instructions in this generator-script-only subset of the StyleGAN3 repo:

Dataset & Model Details

The Anime Face Dataset was created by Mckinsey666.

Training was done in Paperspace Gradient on a free RTX-5000 instance with the following parameters:

  • Configuration: stylegan3-t
  • GPUs: 1
  • Batch Size: 8
  • Gamma: 0.5
  • Final tick: 102
  • Final fid50k_full value (this pickle): 9.26043547642206.

Train your own StyleGAN3 on PaperSpace or Colab

You can use the notebooks here for a ready-to-use training pipeline https://github.com/akiyamasho/stylegan3-training-notebook