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 2 months ago
JSON representation

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 (4 months ago)
• Last Synced: 2024-10-01T17:22:14.277Z (about 2 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

Awesome Lists containing this project

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/) 2.4.0.dev or later

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

`trt` requires additional Python packages:

- [TensorRT](https://developer.nvidia.com/tensorrt/) 10.0.1

- [Torch-TensorRT](https://pytorch.org/TensorRT/) 2.4.0.dev

To install TensorRT, run `pip install tensorrt==10.0.1 tensorrt-cu12_bindings==10.0.1 tensorrt-cu12_libs==10.0.1 --extra-index-url https://pypi.nvidia.com`

To install Torch-TensorRT, Windows users can pip install the whl file on [Releases](https://github.com/HolyWu/vs-realesrgan/releases). Linux users can run `pip install --pre torch_tensorrt --index-url https://download.pytorch.org/whl/nightly/cu124` (requires PyTorch nightly build).

## Installation

```

pip install -U vsrealesrgan

python -m vsrealesrgan

```

## Usage

```python

from vsrealesrgan import realesrgan

ret = realesrgan(clip)

```

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