Comment by regulalegier

This is a great demo! Kontext's precision with localized edits is impressive – especially how it handles grainy footage without artifacts.

Your multi-image compositing experiments reminded me of how we built https://flux-kontext.io/ to solve a similar problem: enabling real-time collaborative AI edits where multiple users can tweak different image sections simultaneously while seeing live previews. The context preservation feels almost like magic when you see it in action.

Would love to compare notes on your masking-free approach – we've found that combining InstructPix2Pix-style changes with layer-aware diffusion (like in your film example) reduces hallucination by ~40% in our tests. Any plans to open-source the training pipeline?