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README.md
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**StableMaterials** is a diffusion-based model designed for generating photorealistic physical-based rendering (PBR) materials. This model integrates semi-supervised learning with Latent Diffusion Models (LDMs) to produce high-resolution, tileable material maps from text or image prompts. StableMaterials can infer both diffuse (Basecolor) and specular (Roughness, Metallic) properties, as well as the material mesostructure (Height, Normal). 🌟
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<center>
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<img src="https://gvecchio.com/stablematerials/static/images/teaser.jpg" style="border-radius:10px;">
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</center>
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**StableMaterials** is a diffusion-based model designed for generating photorealistic physical-based rendering (PBR) materials. This model integrates semi-supervised learning with Latent Diffusion Models (LDMs) to produce high-resolution, tileable material maps from text or image prompts. StableMaterials can infer both diffuse (Basecolor) and specular (Roughness, Metallic) properties, as well as the material mesostructure (Height, Normal). 🌟
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For more details, visit the [project page](https://gvecchio.com/stablematerials/) or read the full paper on [arXiv](https://arxiv.org/abs/2406.09293).
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<center>
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<img src="https://gvecchio.com/stablematerials/static/images/teaser.jpg" style="border-radius:10px;">
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</center>
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