Low-Light Video Enhancement

This repository provides a lightweight model for video quality enhancement in low light scenioras.

Requirements

To set up the environment, clone the repository and install the necessary packages:

conda create --name lowlight_conda

conda activate lowlight_conda

pip3 install ipykernel

python3 -m ipykernel install --user --name lowlight_conda --display-name lowlight_conda

pip3 install -r requirements.txt

Data

The demo.mp4 from Internet (Only for demo purpose)

Please prepare your own video clip for demo.

Usage

To run the model on a video, use the following command:

python3 ./test_video.py

The scripts will save the visualized results.

Visualized Image

Note: This is a demonstration. For higher accuracy, please customize the training strategy.

References