Shypd.aiThe largest open index of AI toolsOpen-DiffusionGS is an open-source AI tool that bakes Gaussian Splatting into a diffusion denoiser for fast and scalable single-stage image-to-3D generation and reconstruction. It can generate 3D objects with mesh exportation and reconstruct scenes in ~6 seconds.
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Open-DiffusionGS is an open-source project that implements a novel approach to single-stage image-to-3D generation and reconstruction by integrating Gaussian Splatting directly into a diffusion denoiser. This method allows for fast and scalable creation of 3D objects, including mesh exportation, and efficient scene reconstruction without the need for depth estimators. The tool is capable of generating 3D outputs in approximately 6 seconds, significantly faster than some state-of-the-art methods. It supports both object-centric image-to-3D generation and scene-level reconstruction, with evaluation capabilities for the latter using datasets like RealEstate10K. The project provides comprehensive scripts for environment setup, quick demonstrations, data preparation for both scene and object-level datasets (including G-Objaverse), evaluation, and multi-stage training of custom models.
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