Paint-Anything: Unified Any-Color Control for Image Generation and Editing
[Widzenie komputerowe] Autorzy: Ji Xie, Dewei Zhou, Xinyu Huang i 2 więcej
Professional design requires any-color control: the ability to specify an object's target color with any 24-bit hex value for image generation and editing. Prior work has explored color generation, editing, and colorization, but often relies on dedicated color representations or specialized inference procedures. Advances in large language models offer a simpler starting point: even compact models can associate hex values with color semantics. We present Paint-Anything, which learns a shared hex-prompt interface for generation and editing through object-level color supervision. We develop a data pipeline that constructs Paint-500K from real images through object grounding, perceptual color labeling, and editing-pair synthesis. Since shadows make real-image labels only approximate colors, we complement this supervision with pure-color anchors whose pixels exactly match their paired hex va…
- Kategoria arxiv
- cs.CV
- Kategoria
- Widzenie komputerowe