MagicQuill V2: Precise and Interactive Image Editing with Layered Visual Cues

Figure 1. MagicQuill V2 introduces a layered composition framework for precise generative image editing. Users articulate complex intents by stacking independent visual layers in a continuous workflow: (A) composing a base scene with multiple content layers (car, lady, dog); (B) restructuring the dog's pose with a spatial layer; (C) modifying visual attributes by sketching a bell collar on the structural layer and painting the shirt on the color layer; (D) inserting final details like a hat and apple seamlessly. Demo available at project page.