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CS-WSCDNet

Citation

CS-WSCDNet: Class Activation Mapping and Segment Anything Model-Based Framework for Weakly Supervised Change Detection [https://ieeexplore.ieee.org/document/10310006]

Prerequisite

Usage (BCD)

Step 1: Prepare the dataset.

Step 2: Train a CAM model.

Step 3: Convert CAM to initial pseudo-labels.

Step 4: Apply SAM to refine pseudo-labels.

Step 5: Train the segmentation model.

Please follow the steps provided above to use the CS-WSCDNet for building weakly supervised change detection on the BCD dataset.

Acknowledgment