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Stable-X / StableDelight

StableDelight: Revealing Hidden Textures by Removing Specular Reflections
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Technical report or accompanying Paper #3

Closed miangoleh closed 1 month ago

miangoleh commented 1 month ago

Hi!

I was wondering if there is a technical report or an accompanying paper that describes the underlying algorithm in more detail.

hugoycj commented 1 month ago

Hi Miangoleh!Thank you for your interests! StableDelight is just an open-source project and we don't have plan to write a technical report yet. It builds upon the first-stage YOSO from StableNormal, with different training data and additional loss function. The training data include Hypersim, Lumos, and various Specular Highlight Removal datasets from TSHRNet. Also, we've integrated a multi-scale SSIM loss into our diffusion training process, to improve sharpness in one-step diffusion prediction.

We're currently in the optimization phase and would greatly value any feedback!