https://github.com/holywu/vs-realesrgan

Real-ESRGAN function for VapourSynth
https://github.com/holywu/vs-realesrgan

pytorch real-esrgan tensorrt vapoursynth

Last synced: about 1 month ago
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Real-ESRGAN function for VapourSynth

• Host: GitHub
• URL: https://github.com/holywu/vs-realesrgan
• Owner: HolyWu
• License: bsd-3-clause
• Created: 2021-08-16T02:09:12.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2024-07-21T08:48:24.000Z (7 months ago)
• Last Synced: 2024-10-06T12:44:55.797Z (5 months ago)
• Topics: pytorch, real-esrgan, tensorrt, vapoursynth
• Language: Python
• Homepage:
• Size: 43 KB
• Stars: 76
• Watchers: 5
• Forks: 9
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Real-ESRGAN

Training Real-World Blind Super-Resolution with Pure Synthetic Data, based on https://github.com/xinntao/Real-ESRGAN.

## Dependencies

- [PyTorch](https://pytorch.org/get-started/) 2.6.0.dev or later

- [VapourSynth](http://www.vapoursynth.com/) R66 or later

`trt` requires additional packages:

- [Torch-TensorRT](https://pytorch.org/TensorRT/) 2.6.0.dev or later

To install the latest nightly build of PyTorch and Torch-TensorRT, run:

```

pip install -U packaging setuptools wheel

pip install --pre -U torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu126

pip install --no-deps --pre -U torch_tensorrt --index-url https://download.pytorch.org/whl/nightly/cu126

pip install -U tensorrt-cu12 tensorrt-cu12_bindings tensorrt-cu12_libs --extra-index-url https://pypi.nvidia.com

```

## Installation

```

pip install -U vsrealesrgan

```

If you want to download all models at once, run `python -m vsrealesrgan`. If you prefer to only download the model you

specified at first run, set `auto_download=True` in `realesrgan()`.

## Usage

```python

from vsrealesrgan import realesrgan

ret = realesrgan(clip)

```

See `__init__.py` for the description of the parameters.