camera-isp

[CVPR'19, ICLR'20] A Python toolbox for modeling and optimization of photo acquisition & distribution pipelines (camera ISP, compression, forensics, manipulation detection)

Reference code for the paper Auto White-Balance Correction for Mixed-Illuminant Scenes.

Code for the paper: "Modular Neural Image Signal Processing". A modular neural ISP with interpretable stages, multi-style rendering, cross-camera generalization, and post-editable re-rendering with an interactive photo editor.

A camera pipeline that allows accurate post-capture white balance editing (CIC best paper award, 2019)

Official implementation for "DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning"

Code for "Time-Aware Auto White Balance in Mobile Photography" (ICCV 2025)