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- ---
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- license: other
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- license_name: license
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- license_link: LICENSE
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- library_name: DepthCrafter
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- arxiv: 2409.02095
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- tags:
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- - vision
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- pipeline_tag: depth-estimation
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- widget:
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- - inference: false
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- ---
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-
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- ## ___***DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos***___
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- <div align="center">
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- <img src='https://depthcrafter.github.io/img/logo.png' style="height:140px"></img>
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-
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-
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- <a href='https://arxiv.org/abs/2409.02095'><img src='https://img.shields.io/badge/arXiv-2409.02095-b31b1b.svg'></a> &nbsp;
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- <a href='https://depthcrafter.github.io'><img src='https://img.shields.io/badge/Project-Page-Green'></a> &nbsp;
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-
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-
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- _**[Wenbo Hu<sup>1* &dagger;</sup>](https://wbhu.github.io),
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- [Xiangjun Gao<sup>2*</sup>](https://scholar.google.com/citations?user=qgdesEcAAAAJ&hl=en),
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- [Xiaoyu Li<sup>1* &dagger;</sup>](https://xiaoyu258.github.io),
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- [Sijie Zhao<sup>1</sup>](https://scholar.google.com/citations?user=tZ3dS3MAAAAJ&hl=en),
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- [Xiaodong Cun<sup>1</sup>](https://vinthony.github.io/academic), <br>
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- [Yong Zhang<sup>1</sup>](https://yzhang2016.github.io),
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- [Long Quan<sup>2</sup>](https://home.cse.ust.hk/~quan),
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- [Ying Shan<sup>3, 1</sup>](https://scholar.google.com/citations?user=4oXBp9UAAAAJ&hl=en)**_
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- <br><br>
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- <sup>1</sup>Tencent AI Lab
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- <sup>2</sup>The Hong Kong University of Science and Technology
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- <sup>3</sup>ARC Lab, Tencent PCG
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-
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- arXiv preprint, 2024
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-
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- </div>
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-
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- ## πŸ”† Introduction
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- πŸ€— DepthCrafter can generate temporally consistent long depth sequences with fine-grained details for open-world videos,
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- without requiring additional information such as camera poses or optical flow.
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-
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- ## πŸŽ₯ Visualization
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- We provide some demos of unprojected point cloud sequences, with reference RGB and estimated depth videos.
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- Please refer to our [project page](https://depthcrafter.github.io) for more details.
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- <img src="./assets/visualization.gif">
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-
 
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+ ---
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+ license: other
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+ license_name: license
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+ license_link: LICENSE
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+ library_name: DepthCrafter
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+ arxiv: 2409.02095
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+ tags:
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+ - vision
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+ pipeline_tag: depth-estimation
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+ widget:
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+ - inference: false
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+ ---
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+
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+ ## ___***DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos***___
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+ <div align="center">
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+ <img src='https://depthcrafter.github.io/img/logo.png' style="height:140px"></img>
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+ <a href='https://arxiv.org/abs/2409.02095'><img src='https://img.shields.io/badge/arXiv-2409.02095-b31b1b.svg'></a> &nbsp;<a href='https://depthcrafter.github.io'><img src='https://img.shields.io/badge/Project-Page-Green'></a> &nbsp;
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+
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+
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+ _**[Wenbo Hu<sup>1* &dagger;</sup>](https://wbhu.github.io),
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+ [Xiangjun Gao<sup>2*</sup>](https://scholar.google.com/citations?user=qgdesEcAAAAJ&hl=en),
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+ [Xiaoyu Li<sup>1* &dagger;</sup>](https://xiaoyu258.github.io),
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+ [Sijie Zhao<sup>1</sup>](https://scholar.google.com/citations?user=tZ3dS3MAAAAJ&hl=en),
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+ [Xiaodong Cun<sup>1</sup>](https://vinthony.github.io/academic), <br>
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+ [Yong Zhang<sup>1</sup>](https://yzhang2016.github.io),
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+ [Long Quan<sup>2</sup>](https://home.cse.ust.hk/~quan),
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+ [Ying Shan<sup>3, 1</sup>](https://scholar.google.com/citations?user=4oXBp9UAAAAJ&hl=en)**_
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+ <br><br>
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+ <sup>1</sup>Tencent AI Lab
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+ <sup>2</sup>The Hong Kong University of Science and Technology
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+ <sup>3</sup>ARC Lab, Tencent PCG
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+
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+ arXiv preprint, 2024
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+
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+ </div>
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+
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+ If you find DepthCrafter useful, please help ⭐ the </a>
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+ <a style='font-size:18px;color: #FF5DB0' href='https://github.com/Tencent/DepthCrafter'>[Github Repo]</a>,
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+ which is important to Open-Source projects. Thanks!
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+
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+ ## πŸ”† Introduction
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+ πŸ€— DepthCrafter can generate temporally consistent long depth sequences with fine-grained details for open-world videos,
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+ without requiring additional information such as camera poses or optical flow.
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+
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+ ## πŸŽ₯ Visualization
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+ We provide some demos of unprojected point cloud sequences, with reference RGB and estimated depth videos.
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+ Please refer to our [project page](https://depthcrafter.github.io) for more details.
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+ <img src="./assets/visualization.gif">
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+