AdelaideDepth

AdelaideDepth is an open source toolbox for monocular depth prediction. All works from our group are open-sourced here.

AdelaideDepth contains the following algorithms:

• LeReS: Learning to Recover 3D Scene Shape from a Single Image (CVPR2021)
• DiverseDepth: DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data
• Virtual Normal: Enforcing geometric constraints of virtual normal for depth prediction (ICCV2019)

Results:

• LeReS You may want to check this video which provides a very brief introduction to the work:

RGB	Depth	Point Cloud

BibTeX

@inproceedings{Yin2019enforcing,
  title={Enforcing geometric constraints of virtual normal for depth prediction},
  author={Yin, Wei and Liu, Yifan and Shen, Chunhua and Yan, Youliang},
  booktitle= {The IEEE International Conference on Computer Vision (ICCV)},
  year={2019}
}

@inproceedings{Wei2021CVPR,
  title     =  {Learning to Recover 3D Scene Shape from a Single Image},
  author    =  {Wei Yin and Jianming Zhang and Oliver Wang and Simon Niklaus and Long Mai and Simon Chen and Chunhua Shen},
  booktitle =  {Proc. IEEE Conf. Comp. Vis. Patt. Recogn. (CVPR)},
  year      =  {2021}
}