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Real-ESRGAN

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

Dependencies

• PyTorch 2.6.0.dev
• VapourSynth R66 or later

trt requires additional packages:

• Torch-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

from vsrealesrgan import realesrgan

ret = realesrgan(clip)

See __init__.py for the description of the parameters.