https://github.com/chenpan0615/FCCDN_pytorch

The pytorch implemention of FCCDN for change detection task
https://github.com/chenpan0615/FCCDN_pytorch

Last synced: about 2 months ago
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The pytorch implemention of FCCDN for change detection task

• Host: GitHub
• URL: https://github.com/chenpan0615/FCCDN_pytorch
• Owner: chenpan0615
• License: mit
• Created: 2021-08-11T03:30:46.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2022-07-31T02:30:25.000Z (over 2 years ago)
• Last Synced: 2024-08-03T19:09:17.043Z (5 months ago)
• Language: Python
• Size: 23.5 MB
• Stars: 65
• Watchers: 1
• Forks: 9
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-remote-sensing-change-detection - Chen P, Hong D, Chen Z, et al. FCCDN: Feature Constraint Network for VHR Image Change Detection

README

        
# FCCDN

This repo is the official implementation of ["FCCDN: Feature Constraint Network for VHR Image Change Detection."](https://arxiv.org/abs/2105.10860)

![LEVIR_CD](images/7.png)

## Dependencies

> pytorch==1.7.1 

> albumentations==0.5.2

> numpy==1.19.2

> gdal==2.3.3

## TODO List

- [x] networks

- [x] loss

- [ ] augmentation

- [ ] train

- [x] test

- [ ] Getting started

## Datasets 

Users can find the datasets used in this publication in the following locations:  

LEVIR CD Dataset: https://justchenhao.github.io/LEVIR/  

WHU Dataset: http://gpcv.whu.edu.cn/data/building_dataset.html  

## Citation

If you find this work interesting in your research, please cite:

@article{chen2021fccdn,

  title={FCCDN: Feature Constraint Network for VHR Image Change Detection},

  author={Chen, Pan and Hong, Danfeng and Chen, Zhengchao and Yang, Xuan and Li, Baipeng and Zhang, Bing},

  journal={arXiv preprint arXiv:2105.10860},

  year={2021}

}