wutianyiRosun / 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 3.1
  

Running

Download the pretrained model: https://drive.google.com/file/d/1QaUkdOiGpMuzMeWCGbey0sT0wXY0xtsj/view?usp=sharing
Download the data: https://drive.google.com/file/d/1WoOZOBpOWfmwe7bknWS5PMUCLBPFKTOw/view?usp=sharing

• Demo
  

  python demo.py
  

• Test
  

  python test.py
  

• Training
  

  python train.py
  

Citation

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

@article{hu2018revisiting,
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},
journal={arXiv preprint arXiv:1803.08673},
year={2018}
}