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DragGAN code
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XingangPan committed Jun 25, 2023
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156 changes: 156 additions & 0 deletions .gitignore
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97 changes: 97 additions & 0 deletions LICENSE.txt
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Copyright (c) 2021, NVIDIA Corporation & affiliates. All rights reserved.


NVIDIA Source Code License for StyleGAN3


=======================================================================

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34 changes: 33 additions & 1 deletion README.md
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> Xingang Pan, Ayush Tewari, Thomas Leimkühler, Lingjie Liu, Abhimitra Meka, Christian Theobalt<br>
> *SIGGRAPH 2023 Conference Proceedings*
Code will be released in June.
## Requirements

Please follow the requirements of [https://github.com/NVlabs/stylegan3](https://github.com/NVlabs/stylegan3).

## Download pre-trained StyleGAN2 weights

To download pre-trained weights, simply run:
```sh
sh scripts/download_model.sh
```
If you want to try StyleGAN-Human and the Landscapes HQ (LHQ) dataset, please download weights from these links: [StyleGAN-Human](https://drive.google.com/file/d/1dlFEHbu-WzQWJl7nBBZYcTyo000H9hVm/view?usp=sharing), [LHQ](https://drive.google.com/file/d/16twEf0T9QINAEoMsWefoWiyhcTd-aiWc/view?usp=sharing), and put them under `./checkpoints`.

Feel free to try other pretrained StyleGAN.

## Run DragGAN GUI

To start the DragGAN GUI, simply run:
```sh
sh scripts/gui.sh
```

This GUI supports editing GAN-generated images. To edit a real image, you need to first perform GAN inversion using tools like [PTI](https://github.com/danielroich/PTI). Then load the new latent code and model weights to the GUI.

## Acknowledgement

This code is developed based on [StyleGAN3](https://github.com/NVlabs/stylegan3). Part of the code is borrowed from [StyleGAN-Human](https://github.com/stylegan-human/StyleGAN-Human).

## License

The code related to the DragGAN algorithm is licensed under [CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/).
However, most of this project are available under a separate license terms: all codes used or modified from [StyleGAN3](https://github.com/NVlabs/stylegan3) is under the [Nvidia Source Code License](https://github.com/NVlabs/stylegan3/blob/main/LICENSE.txt).

Any form of use and derivative of this code must preserve the watermarking functionality.

## BibTeX

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9 changes: 9 additions & 0 deletions dnnlib/__init__.py
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# Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this software and related documentation without an express
# license agreement from NVIDIA CORPORATION is strictly prohibited.

from .util import EasyDict, make_cache_dir_path
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