Photo Editing by Comparison Feedback

Created by Zikai Xiong · Based on Scheinberg & Xiong, arXiv:2604.26867

TARGET

Your progress

How far is your best photo from the target? The algorithm never sees this number.

best photo so far current photo below this line the eye can hardly tell

Amount of difference: the average color difference per pixel between the photo and the target.

Options
Knobs
© 2026 Zikai Xiong · All interactive demos