Fast3R ViT Large 512

--- license: other license_name: fair-nc license_link: LICENSE tags: - image-to-3d - model_hub_mixin - pytorch_model_hub_mixin library_name: fast3r repo_url: https://github.com/facebookresearch/fast3r --- # ⚡️Fast3R - Towards 3D Reconstruction of 1000+ Images in One Forward Pass *CVPR 2025* [](https://fast3r-3d.github.io/) [](https://arxiv.org/abs/2501.13928) [](https://github.com/facebookresearch/fast3r) [](https://fast3r.ngrok.app/) [](https://huggingface.co/jedyang97/Fast3R_ViT_Large_512/) ## Using Fast3R in Your Own Project To use Fast3R in your own project, you can import the `Fast3R` class from `fast3r.models.fast3r` (follow instructions from the [Fast3R GitHub repo](https://github.com/facebookresearch/fast3r) to install) and use it as a regular PyTorch model. ```python from fast3r.models.fast3r import Fast3R from fast3r.models.multiview_dust3r_module import MultiViewDUSt3RLitModule # Load the model from Hugging Face model = Fast3R.from_pretrained("jedyang97/Fast3R_ViT_Large_512") model = model.to("cuda") # [Optional] Create a lightweight lightning module wrapper for the model. # This provides functions to estimate camera poses, evaluate 3D reconstruction, etc. # See fast3r/viz/demo.py for an example. lit_module = MultiViewDUSt3RLitModule.load_for_inference(model) # Set model to evaluation mode model.eval() lit_module.eval() ``` ## Citation ``` @InProceedings{Yang_2025_Fast3R, title={Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass}, author={Jianing Yang and Alexander Sax and Kevin J. Liang and Mikael Henaff and Hao Tang and Ang Cao and Joyce Chai and Franziska Meier and Matt Feiszli}, booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month={June}, year={2025}, } ``` ## License The code and models are licensed under the [FAIR NC Research License](LICENSE).

Source context: 2412 downloads · 29 likes · Pipeline image-to-3d · Library fast3r · Repo jedyang97/Fast3R_ViT_Large_512

Source context: 2356 downloads · 28 likes · Pipeline image-to-3d · Library fast3r · Repo jedyang97/Fast3R_ViT_Large_512