{"id":18600783,"url":"https://github.com/autonomousvision/murf","last_synced_at":"2025-07-12T12:34:23.258Z","repository":{"id":211344520,"uuid":"728835103","full_name":"autonomousvision/murf","owner":"autonomousvision","description":"[CVPR'24] MuRF: Multi-Baseline Radiance 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align=\"center\"\u003e\n  \u003ch1 align=\"center\"\u003eMuRF: Multi-Baseline Radiance Fields\u003c/h1\u003e\n  \u003cp align=\"center\"\u003e\n    \u003ca href=\"https://haofeixu.github.io/\"\u003eHaofei Xu\u003c/a\u003e\n    ·\n    \u003ca href=\"https://apchenstu.github.io/\"\u003eAnpei Chen\u003c/a\u003e\n    ·\n    \u003ca href=\"https://donydchen.github.io/\"\u003eYuedong Chen\u003c/a\u003e\n    ·\n    \u003ca href=\"https://people.ee.ethz.ch/~csakarid/\"\u003eChristos Sakaridis\u003c/a\u003e\n    ·\n    \u003ca href=\"https://yulunzhang.com/\"\u003eYulun Zhang\u003c/a\u003e \u003cbr\u003e\n    \u003ca href=\"https://people.inf.ethz.ch/marc.pollefeys/\"\u003eMarc Pollefeys\u003c/a\u003e\n    ·\n    \u003ca href=\"http://www.cvlibs.net/\"\u003eAndreas Geiger\u003c/a\u003e\n    ·\n    \u003ca href=\"https://www.yf.io/\"\u003eFisher Yu\u003c/a\u003e\n  \u003c/p\u003e\n  \u003ch3 align=\"center\"\u003eCVPR 2024\u003c/h3\u003e\n  \u003ch3 align=\"center\"\u003e\u003ca href=\"https://arxiv.org/abs/2312.04565\"\u003ePaper\u003c/a\u003e | \u003ca href=\"https://haofeixu.github.io/murf/\"\u003eProject Page\u003c/a\u003e \u003c/h3\u003e\n  \u003cdiv align=\"center\"\u003e\u003c/div\u003e\n\u003c/p\u003e\n\n\u003cdiv align=\"center\"\u003e\n  \u003cvideo src=\"https://github.com/autonomousvision/murf/assets/19343475/462c9784-aba8-4ceb-bda0-5f9cbcceba6d\"/\u003e\n\u003c/div\u003e\n\n\u003cp align=\"center\"\u003e\nMuRF supports multiple different baseline settings.\n\u003c/p\u003e\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"\"\u003e\n    \u003cimg src=\"https://haofeixu.github.io/murf/assets/dtu_realestate_llff_bar_comparison.png\" alt=\"Logo\" width=\"100%\"\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\nMuRF achieves state-of-the-art performance under various evaluation settings.\n\u003c/p\u003e\n\n## Installation\n\nOur code is developed based on pytorch 1.10.1, CUDA 11.3 and python 3.8. \n\nWe recommend using [conda](https://www.anaconda.com/distribution/) for installation:\n\n```\nconda create -n murf python=3.8\nconda activate murf\npip install -r requirements.txt\n```\n\n\n\n## Model Zoo\n\nThe models are hosted on Hugging Face 🤗 : https://huggingface.co/haofeixu/murf\n\nModel details can be found at [MODEL_ZOO.md](MODEL_ZOO.md).\n\n\n\n## Datasets\n\nThe datasets used to train and evaluate our models are detailed in [DATASETS.md](DATASETS.md)\n\n\n\n## Evaluation\n\nThe evaluation scripts used to reproduce the numbers in our paper are detailed in [scripts/*_evaluate.sh](scripts).\n\n\n\n## Rendering\n\nThe rendering scripts are detailed in [scripts/*_render.sh](scripts).\n\n\n## Training\n\nThe training scripts are detailed in [scripts/*_train.sh](scripts).\n\n\n\n## Citation\n\n```\n@inproceedings{xu2024murf,\n      title={MuRF: Multi-Baseline Radiance Fields},\n      author={Xu, Haofei and Chen, Anpei and Chen, Yuedong and Sakaridis, Christos and Zhang, Yulun and Pollefeys, Marc and Geiger, Andreas and Yu, Fisher},\n      booktitle={CVPR},\n      year={2024}\n    }\n```\n\n\n\n## Acknowledgements\n\nThis repo is heavily based on [MatchNeRF](https://github.com/donydchen/matchnerf), thanks [Yuedong Chen](https://donydchen.github.io/) for this fantastic work. This project also borrows code from several other repos: [GMFlow](https://github.com/haofeixu/gmflow), [UniMatch](https://github.com/autonomousvision/unimatch), [latent-diffusion](https://github.com/CompVis/latent-diffusion), [MVSNeRF](https://github.com/apchenstu/mvsnerf), [IBRNet](https://github.com/googleinterns/IBRNet), [ENeRF](https://github.com/zju3dv/ENeRF) and [cross_attention_renderer](https://github.com/yilundu/cross_attention_renderer). We thank the original authors for their excellent work.\n\n\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fautonomousvision%2Fmurf","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fautonomousvision%2Fmurf","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fautonomousvision%2Fmurf/lists"}