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guochengqian/Magic123

PyTorch implementation of a diffusion-based system that generates high-quality 3D objects from single 2D images.

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Magic123 is a research project that generates 3D objects from a single image by combining 2D and 3D diffusion priors. The system uses Stable Diffusion for 2D guidance and Zero123 for 3D consistency, enabling higher quality and more 3D-consistent reconstructions compared to methods using only one prior. It is designed for single-image-to-3D conversion, an important task in AI content creation.

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