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stylegan3-anime-faces-generator
akiyamasho/stylegan3-anime-faces-generator
stylegan3-anime-faces-generator is a machine learning model from akiyamasho. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for pytorch. The card lists the license as mit.
<img width="679" alt="Generated Faces" src="https://user-images.githubusercontent.com/35907066/161809457-e6467724-5942-4a89-b379-85ddfd6ac86c.png"
Access
Public
Updated Apr 7, 2022
Repo size
376 MB
Likes
9
Public
Repo makeup
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.pkl376 MB · 100%
At a glance
- Library
- pytorch
- License
- mit
- Access
- Public
- Created
- Apr 5, 2022
- Updated
- Apr 7, 2022
- SHA
- 4da4d662
Model card
From the Hugging Face model README
Anime Faces Generator (StyleGAN3 by NVIDIA)
<img width="679" alt="Generated Faces" src="https://user-images.githubusercontent.com/35907066/161809457-e6467724-5942-4a89-b379-85ddfd6ac86c.png">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
- Library
- pytorch
- License
- mit
- Created
- Apr 5, 2022
- Updated
- Apr 7, 2022