BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment

Sep 12, 2021 1 min read

BasicVSR++

Ported from https://github.com/open-mmlab/mmediting

Dependencies

mmcv-full
NumPy
PyTorch, preferably with CUDA. Note that torchaudio is not required and hence can be omitted from the command.
VapourSynth

Installing mmcv-full on Windows is a bit complicated as it requires Visual Studio and other tools to compile CUDA ops. So I have uploaded the built file compiled with CUDA 11.1 for Windows users and you can install it by executing the following command.

pip install https://github.com/HolyWu/vs-basicvsrpp/releases/download/v1.0.0/mmcv_full-1.3.12-cp39-cp39-win_amd64.whl

Installation

pip install --upgrade vsbasicvsrpp
python -m vsbasicvsrpp

Usage

from vsbasicvsrpp import BasicVSRPP

ret = BasicVSRPP(clip)

See __init__.py for the description of the parameters.

GitHub

https://github.com/HolyWu/vs-basicvsrpp

John was the first writer to have joined pythonawesome.com. He has since then inculcated very effective writing and reviewing culture at pythonawesome which rivals have found impossible to imitate.