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Amazon presents Diffuse to Choose Enriching Image Conditioned Inpainting in Latent Diffusion Models for Virtual Try-All paper page: Diffuse to Choose (DTC) allows users to virtually place any e-commerce item in any setting, ensuring detailed, semantically coherent blending with realistic lighting and shadows.
118,231 views • 2 years ago •via X (Twitter)
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No demo or code but coming soon. Website for the project:

If someone is interested in virtual try-on I'd suggest checking our (by @A_Baldrati and @omedivad) ACM MM'23 paper with related code on Github:

More about Diffuse-to-Choose below.

Instead of ugly renders, fake products will have convincing images now... Great... Thanks...

I’ve been building this at excited to compare this to my own models

any comment if it incorporates sizing?

There's a similar paper from the Alibaba group titled: "Outfit Anyone" and they also have a demo here to try it: The results are great, especially the details of clothes, but need improvement in the consistency of different outfits. Sadly, no code yet!

@dannypostmaa this could have been you 😁

Thank you @_akhaliq, for covering our work! Please see the following thread for more information! Also, please consider following so you won't miss it when we share the codebase and the model 😅

Cher's wardrobe app is getting closer!
