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The pytorch implementation for "SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images"

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Siam-NestedUNet

The pytorch implementation for "Siamese NestedUNet for Change Detection of High Resolution Satellite Images"

Requirements

  • Python 3.7

  • Pytorch 1.0+

  • torchvision 0.2.1+

# other packages needed
pip install opencv-python tqdm tensorboardX sklearn

Dataset

Train from scratch

python train.py

Evaluate model performance

coming soon ...

References

Appreciate the work from the following repository:

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The pytorch implementation for "SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images"

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