ISP-AutoTuning

An ISP parameter auto-tuning script for presentation.

Tuning target

Tuning test.raw [nlm.h & eeh.edge_gain] for 50 iterations

What based on ?

fast-OpenISP, a simple but efficient isp-pipeline implemented by python.
OpenBox, OpenBox is an efficient system designed for generalized Black-box Optimization (BBO).
IQA metrics, full-reference metrics include LPIPS, PSNR, SSIM.

A simple project to tune ISP parameters of raw image automatically for better image quality.

python run_auto_tuning.py

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
Image_quality_assessment		Image_quality_assessment
assets		assets
fast_OpenISP		fast_OpenISP
.gitignore		.gitignore
README.md		README.md
openbox-run-test.py		openbox-run-test.py
pipeline-run-test.py		pipeline-run-test.py
requirements.txt		requirements.txt
run_auto_tuning.py		run_auto_tuning.py