Plug-and-Play Image Restoration with Deep Denoiser Prior, based on https://github.com/cszn/DPIR.
- PyTorch 2.5.1 or later
- VapourSynth R66 or later
trt requires additional packages:
- TensorRT 10.3.0 or later
- Torch-TensorRT 2.5.0 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/cu124
pip install --no-deps --pre -U torch_tensorrt --index-url https://download.pytorch.org/whl/nightly/cu124
pip install -U tensorrt-cu12 tensorrt-cu12_bindings tensorrt-cu12_libs --extra-index-url https://pypi.nvidia.com
pip install -U vsdpir
python -m vsdpir
from vsdpir import dpir
ret = dpir(clip)See __init__.py for the description of the parameters.