# 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
- [VapourSynth](http://www.vapoursynth.com/) R66 or later
`trt` requires additional packages:
- [Torch-TensorRT](https://pytorch.org/TensorRT/) 2.6.0.dev
To install the latest nightly build of PyTorch and Torch-TensorRT, run:
```
pip install -U packaging setuptools wheel
pip install --pre -U torch torchvision torch_tensorrt --index-url https://download.pytorch.org/whl/nightly/cu124 --extra-index-url https://pypi.nvidia.com
```
## 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.
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"description": "# Real-ESRGAN\nTraining Real-World Blind Super-Resolution with Pure Synthetic Data, based on https://github.com/xinntao/Real-ESRGAN.\n\n\n## Dependencies\n- [PyTorch](https://pytorch.org/get-started/) 2.6.0.dev\n- [VapourSynth](http://www.vapoursynth.com/) R66 or later\n\n`trt` requires additional packages:\n- [Torch-TensorRT](https://pytorch.org/TensorRT/) 2.6.0.dev\n\nTo install the latest nightly build of PyTorch and Torch-TensorRT, run:\n```\npip install -U packaging setuptools wheel\npip install --pre -U torch torchvision torch_tensorrt --index-url https://download.pytorch.org/whl/nightly/cu124 --extra-index-url https://pypi.nvidia.com\n```\n\n\n## Installation\n```\npip install -U vsrealesrgan\npython -m vsrealesrgan\n```\n\n\n## Usage\n```python\nfrom vsrealesrgan import realesrgan\n\nret = realesrgan(clip)\n```\n\nSee `__init__.py` for the description of the parameters.\n",
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