itking666 / revisiting_single_depth_estimation

official implementation of "Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries"

Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries

Junjie Hu, Mete Ozay, Yan Zhang, Takayuki Okatani https://arxiv.org/abs/1803.08673

Results

Dependencies

• python 2.7
  
• Pytorch 0.3.1
  

Running

Download the trained models: Depth estimation networks
Download the data: NYU-v2 dataset

• Demo
  

  python demo.py
  

• Test
  

  python test.py
  

• Train
  

  python train.py
  

Citation

If you use the code or the pre-processed data, please cite:

@inproceedings{Hu2018RevisitingSI,
  title={Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps With Accurate Object Boundaries},
  author={Junjie Hu and Mete Ozay and Yan Zhang and Takayuki Okatani},
  booktitle={IEEE Winter Conf. on Applications of Computer Vision (WACV)},
  year={2019}
}