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Technology Demo: Outfit Anyone by Alibaba.com Cloud Computing group. Diffisusion of 2d images of wearbales onto animated body of the model, with consideratiions for cloth physics and model' poses.
Outfit Anyone" is a notable advancement in virtual try-on technology developed by the Institute for Intelligent Computing under the Alibaba Group. This system stands out due to its ability to produce ultra-high quality images of any person wearing any clothing. It overcomes the challenges faced by previous virtual try-on methods, which often struggled with generating high-fidelity and consistent results, especially in terms of detail. The core of this technology lies in its use of a two-stream conditional diffusion model, which effectively handles the complexities of garment deformation and ensures lifelike results. This model works by processing images of the model, the garments, and accompanying text prompts, using garment images as the control factor.
A notable aspect of "Outfit Anyone" is its scalability and broad applicability. It is adept at modulating factors such as pose and body shape, extending its utility from anime to real-world images. This versatility is evident in its ability to cater to a wide range of clothing styles, from conventional outfits to more eccentric and unique fashion choices, and even extends to the animation of characters.
Furthermore, the technology integrates with "Animate Anyone," a state-of-the-art pose-to-video model. This combination allows for the creation of motion videos showcasing outfit changes, enhancing the realism and applicability of the technology in various scenarios, such as e-commerce and fashion industries. This integration is pivotal in offering a more interactive and immersive shopping experience, allowing users to see how different outfits would look on them in motion before making a purchase.
Despite these advancements, "Outfit Anyone" does have limitations. Currently, users cannot upload their own photos to the sy
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