Half Instance Normalization Network for Image Restoration, based on https://github.com/megvii-model/HINet.

• NumPy
• PyTorch, preferably with CUDA. Note that torchvision and torchaudio are not required and hence can be omitted from the command.
• VapourSynth
• (Optional) TensorRT. Note that uff and PyCUDA are not required and hence can be skipped from the guide.
• (Optional) torch2trt

pip install --upgrade vshinet
python -m vshinet

from vshinet import HINet

ret = HINet(clip)

See __init__.py for the description of the parameters.