TryOnDiffusion: A Tale of Two UNets

TryOnDiffusion introduces a novel diffusion-based architecture called Parallel-UNet, enabling photorealistic virtual apparel try-ons. By efficiently adapting to significant body pose and shape variations, it preserves garment details and achieves high-resolution outputs. The method excels in handling occlusions and complex deformations, outperforming state-of-the-art techniques in both qualitative and quantitative assessments.