Real Time Video Color Correction

via “frame-by-frame face blending and color correction”

video-face-swap — AI demo on HuggingFace

Unique: Uses standard computer vision blending techniques (Poisson blending or alpha blending) rather than learning-based inpainting, making it fast and deterministic. Color correction is applied per-frame independently, avoiding temporal dependencies but also missing opportunities for temporal smoothing.

vs others: Faster than GAN-based inpainting methods, but produces more visible seams and color artifacts; more controllable than end-to-end learning approaches but requires manual tuning of blending parameters