ControlLight: Towards Controllable, Consistent, and Generalizable Low-Light Enhancement

Yufeng Yang1   Jianzhuang Liu1,†   Jisheng Chu1   Yuqi Peng1

Xianfang Zeng2   Jiancheng Huang1   Shifeng Chen1,‡

1 Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences · 2 Zhejiang University

Project PageHF Daily PapersarXivModelsLight100K

Code

Linear Light Control

0 1

Data Pipeline

Light100K Data Construction

We construct Light100K, a continuous low-light enhancement dataset containing training groups, providing fine-grained supervision for controllable low-light enhancement.