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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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---
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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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## π Introduction
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π€ 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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## π₯ 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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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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## ___***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> <a href='https://depthcrafter.github.io'><img src='https://img.shields.io/badge/Project-Page-Green'></a>
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_**[Wenbo Hu<sup>1* †</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* †</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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arXiv preprint, 2024
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</div>
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If you find DepthCrafter useful, please help β 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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## π Introduction
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π€ 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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## π₯ 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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