omerbt/MultiDiffusion
Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)
Enables panorama generation and spatial control (segmentation masks, bounding boxes) by optimizing multiple fused diffusion paths through a shared parameter space, requiring no model retraining. Integrates seamlessly with Hugging Face Diffusers library and provides both programmatic APIs and Gradio UI for interactive generation with aspect ratio and region-based constraints.
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