Awesome
Is Depth Really Necessary for Salient Object Detection?
The PyTorch implementation of the DASNet.
Please see details at http://cvteam.net/projects/2020/DASNet/
Personal Page https://zhao1f.github.io/.
Prerequisites
DIR
- res: resnet pre-trained models
- eval: test results
- data: datasets
Results
- RGB-D: [NJU2K] [NLPR] [STERE] [DES] [SSD] [LFSD] [SIP]
- RGB: [ECSSD] [DUTS] [DUT-OMRON] [HKU-IS] [PASCAL-S]
Train
RGB-D training sets: RGBD-TR
cd src
python train.py
Test
cd src
python test.py
Evaluation
cd eval
matlab
main
Citation
- If you find this work helpful, please cite our paper
@inproceedings{zhao2020DASNet,
title={Is depth really necessary for salient object detection?},
author={Zhao, Jiawei and Zhao, Yifan and Li, Jia and Chen, Xiaowu},
booktitle={Proceedings of the 28th ACM International Conference on Multimedia},
pages={1745--1754},
year={2020}
}
Reference
This project is based on the following implementations: