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

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 cite:

@inproceedings{hu2019revisiting,
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}
}