Presentation

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LOOSECONTROL: Lifting ControlNet for Generalized Depth Conditioning

SessionControllable Image Generation and Completion

DescriptionLooseControl introduces a generalized approach for depth-conditioned image generation, overcoming ControlNet's reliance on detailed depth maps. It enables scene creation with boundary and 3D box controls for object layout. This method simplifies complex environment design, showing promise as a versatile design tool, and supports image editing, creating stop-motion videos, etc.

Authors

Shariq Bhat

King Abdullah University of Science and Technology (KAUST)