https://github.com/wmpscc/overparamstylegan

This is an unofficial implementation of Overparameterization Improves StyleGAN Inversion based on StyleGAN2-pytorch.
https://github.com/wmpscc/overparamstylegan

Last synced: about 1 month ago
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This is an unofficial implementation of Overparameterization Improves StyleGAN Inversion based on StyleGAN2-pytorch.

• Host: GitHub
• URL: https://github.com/wmpscc/overparamstylegan
• Owner: wmpscc
• Created: 2022-12-03T06:43:57.000Z (over 2 years ago)
• Default Branch: master
• Last Pushed: 2022-12-03T07:02:06.000Z (over 2 years ago)
• Last Synced: 2025-04-12T23:45:17.953Z (about 1 month ago)
• Language: Python
• Size: 2.99 MB
• Stars: 5
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# OverparamStyleGAN

This is an unofficial implementation of Overparameterization Improves StyleGAN Inversion based

on [StyleGAN2-pytorch](https://github.com/rosinality/stylegan2-pytorch).

**Note that** only Overparam. Style Modulation is implemented here, and some implementation details are different from

the paper.

![cmp](./cmp.png)

## Image Inversion

```shell

python overparams_inversion.py

```

| real                                        | inversion                                |

|---------------------------------------------|------------------------------------------|

| ![real](./data/President_Barack_Obama.jpg)  | ![inversion](./result/inversion9900.png) |

## Sampling

```shell

python overparams_sampling.py

```

![sample](./result/sample.png)