README.md

metadata

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

   

Wenbo Hu^{1* †}, Xiangjun Gao^2*, Xiaoyu Li^{1* †}, Sijie Zhao¹, Xiaodong Cun¹,
Yong Zhang¹, Long Quan², Ying Shan<sup>3, 1

1</sup>Tencent AI Lab ²The Hong Kong University of Science and Technology ³ARC Lab, Tencent PCG

arXiv preprint, 2024

🔆 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 for more details.