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TryOnDiffusion

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About

TryOnDiffusion is an innovative AI tool designed to visualize how a garment would look on a specific person using a diffusion-based architecture that combines two UNets (Parallel-UNet). By processing the images of a person and a garment, TryOnDiffusion overcomes challenges in generating photorealistic outputs while accommodating significant body pose changes. The method utilizes a unified approach with cross attention mechanisms to meld clothing details and person images effectively. Presenting state-of-the-art performance, the tool is applicable in fashion technology and virtual try-on applications, demonstrating substantial improvements over previous methods in both qualitative and quantitative evaluations. Notably, it can handle multiple persons trying on the same garment and the same person trying on different garments, all while remaining focused on upper body clothing.

Platform
Web
Keywords
fashion technologyai visualizationvirtual fittingclothing simulationgarment try-on
Task
garment try-on
Features

• diffusion-based architecture

• supports multiple try-on scenarios

• cross attention mechanism

• unified garment warping and person blending

• photo-realistic garment visualization

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