Home

Awesome

<div align="center">

ใ€ICCV'2023๐Ÿ”ฅใ€‘Implicit Neural Representation for Cooperative Low-light Image Enhancement

Conference Paper

</div>

Welcome! This is the official implementation of our paper: Implicit Neural Representation for Cooperative Low-light Image Enhancement

Authors: Shuzhou Yang, Moxuan Ding, Yanmin Wu, Zihan Li, Jian Zhang*.

๐Ÿ“ฃ News

Overview

avatar

Prerequisites

๐Ÿ”‘ Setup

Type the command:

pip install -r requirements.txt

๐Ÿงฉ Download

You need create a directory ./saves/[YOUR-MODEL] (e.g., ./saves/LSRW).
Download the pre-trained models and put them into ./saves/[YOUR-MODEL].
Here we release two versions of the pre-trained model, which are trained on LSRW and LOL datasets respectively:

๐Ÿš€ Quick Run

CUDA_VISIBLE_DEVICES=0 python test.py --dataroot ./dataset --name [YOUR-MODEL] --preprocess=none

๐Ÿค– Training

cd NeRCo-main
mkdir loss
CUDA_VISIBLE_DEVICES=0 python train.py --dataroot ./dataset --name [YOUR-MODEL]

๐Ÿ“Œ Citation

If you find this code useful for your research, please use the following BibTeX entry.

@InProceedings{Yang_2023_ICCV,
    author    = {Yang, Shuzhou and Ding, Moxuan and Wu, Yanmin and Li, Zihan and Zhang, Jian},
    title     = {Implicit Neural Representation for Cooperative Low-light Image Enhancement},
    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
    month     = {October},
    year      = {2023},
    pages     = {12918-12927}
}