File size: 2,065 Bytes
c1a22b5 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 |
---
license: other
license_name: license
license_link: LICENSE
library_name: DepthCrafter
arxiv: 2409.02095
tags:
- vision
pipeline_tag: depth-estimation
widget:
- inference: false
---
## ___***DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos***___
<div align="center">
<img src='https://depthcrafter.github.io/img/logo.png' style="height:140px"></img>
<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>
_**[Wenbo Hu<sup>1* †</sup>](https://wbhu.github.io),
[Xiangjun Gao<sup>2*</sup>](https://scholar.google.com/citations?user=qgdesEcAAAAJ&hl=en),
[Xiaoyu Li<sup>1* †</sup>](https://xiaoyu258.github.io),
[Sijie Zhao<sup>1</sup>](https://scholar.google.com/citations?user=tZ3dS3MAAAAJ&hl=en),
[Xiaodong Cun<sup>1</sup>](https://vinthony.github.io/academic), <br>
[Yong Zhang<sup>1</sup>](https://yzhang2016.github.io),
[Long Quan<sup>2</sup>](https://home.cse.ust.hk/~quan),
[Ying Shan<sup>3, 1</sup>](https://scholar.google.com/citations?user=4oXBp9UAAAAJ&hl=en)**_
<br><br>
<sup>1</sup>Tencent AI Lab
<sup>2</sup>The Hong Kong University of Science and Technology
<sup>3</sup>ARC Lab, Tencent PCG
arXiv preprint, 2024
</div>
If you find DepthCrafter useful, please help ⭐ the </a>
<a style='font-size:18px;color: #FF5DB0' href='https://github.com/Tencent/DepthCrafter'>[Github Repo]</a>,
which is important to Open-Source projects. Thanks!
## 🔆 Introduction
🤗 DepthCrafter can generate temporally consistent long depth sequences with fine-grained details for open-world videos,
without requiring additional information such as camera poses or optical flow.
## 🎥 Visualization
We provide some demos of unprojected point cloud sequences, with reference RGB and estimated depth videos.
Please refer to our [project page](https://depthcrafter.github.io) for more details.
<img src="./assets/visualization.gif">
|