| --- |
| datasets: |
| - allenai/objaverse |
| tags: |
| - 3d |
| extra_gated_fields: |
| Name: text |
| Email: text |
| Country: text |
| Organization or Affiliation: text |
| I ALLOW Stability AI to email me about new model releases: checkbox |
| license: mit |
| pipeline_tag: image-to-3d |
| --- |
| |
| > Try our new model: **SF3D** with several improvements such as faster generation and more game-ready assets. |
| > |
| > The model is available [here](https://huggingface.co/stabilityai/stable-fast-3d) and we also have a [demo](https://huggingface.co/spaces/stabilityai/stable-fast-3d). |
| |
| # TripoSR |
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| TripoSR is a fast and feed-forward 3D generative model developed in collaboration between Stability AI and Tripo AI. |
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| ## Model Details |
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| ### Model Description |
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| We closely follow [LRM](https://arxiv.org/abs/2311.04400) network architecture for the model design, where TripoSR incorporates a series of technical advancements over the LRM model in terms of both data curation as well as model and training improvements. For more technical details and evaluations, please refer to [our tech report](https://arxiv.org/abs/2403.02151). |
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| * **Developed by**: [Stability AI](https://stability.ai/), [Tripo AI](https://tripo3d.ai/) |
| * **Model type**: Feed-forward 3D reconstruction from a single image |
| * **License**: MIT |
| * **Hardware**: We train `TripoSR` for 5 days on 22 GPU nodes each with 8 A100 40GB GPUs |
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| ### Model Sources |
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| * **Repository**: https://github.com/VAST-AI-Research/TripoSR |
| * **Tech report**: https://arxiv.org/abs/2403.02151 |
| * **Demo**: https://huggingface.co/spaces/stabilityai/TripoSR |
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| ### Training Dataset |
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| We use renders from the [Objaverse](https://objaverse.allenai.org/objaverse-1.0) dataset, utilizing our enhanced rendering method that more closely replicate the distribution of images found in the real world, significantly improving our model’s ability to generalize. We selected a carefully curated subset of the Objaverse dataset for the training data, which is available under the CC-BY license. |
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| ## Usage |
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| * For usage instructions, please refer to our [TripoSR GitHub repository](https://github.com/VAST-AI-Research/TripoSR) |
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| * You can also try it in [our gradio demo](https://huggingface.co/spaces/stabilityai/TripoSR) |
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| ### Misuse, Malicious Use, and Out-of-Scope Use |
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| The model should not be used to intentionally create or disseminate 3D models that people would foreseeably find disturbing, distressing, or offensive; or content that propagates historical or current stereotypes. |
