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PRCV2021_ChangeDetection_Top3

PRCV2021变化检测竞赛第三名解决方案

本仓库基于change_detection.pytorch,部分代码还未经整理,可读性可能较差。后续会将比较有效的模型和策略添加到change_detection.pytorch中,欢迎star!:)

单模方案(test mIOU 0.8516):

siamese regnet-y + ufpn (unet & deep_supervision) + eca + conditional classifier

具体细节见tran.pydatasets/PRCV_CD.py

集成方案(test mIOU 0.8573):

ufpn + linknet + deeplabV3+ + unet++

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PRCV2021变化检测竞赛第三名解决方案

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