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thu-ml/CRM

A feed-forward model that generates 3D textured meshes from a single image in 10 seconds using convolutional reconstruction and diffusion models.

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CRM (Convolutional Reconstruction Model) is a deep learning system that reconstructs complete 3D textured meshes from a single 2D image input. It leverages diffusion-based multiview generation and a reconstruction pipeline to produce usable 3D geometry with textures in under 10 seconds. The model is implemented in PyTorch with components like xformers and nvdiffrast for efficient rendering.

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