TripoSR

--- 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  TripoSR is a fast and feed-forward 3D generative model developed in collaboration between Stability AI and Tripo AI. ## Model Details ### Model Description 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). * **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 ### Model Sources * **Repository**: https://github.com/VAST-AI-Research/TripoSR * **Tech report**: https://arxiv.org/abs/2403.02151 * **Demo**: https://huggingface.co/spaces/stabilityai/TripoSR ### Training Dataset 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. ## Usage * For usage instructions, please refer to our [TripoSR GitHub repository](https://github.com/VAST-AI-Research/TripoSR) * You can also try it in [our gradio demo](https://huggingface.co/spaces/stabilityai/TripoSR) ### Misuse, Malicious Use, and Out-of-Scope Use The model should not be used to intentionally create or disseminate 3D models that people would foreseeably find disturbing, distressin...

Source context: 0 downloads · 0 likes · Pipeline image-to-3d · Repo Manojb/TripoSR

Source context: 3 downloads · 0 likes · Pipeline image-to-3d · Repo Manojb/TripoSR