DCAU-AL is a new active learning strategy that dynamically weights samples by real-time class-wise segmentation performance gaps to improve per-class accuracy under imbalance in satellite imagery.
arXiv preprint arXiv:2405.18078 (2024)
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Dynamic Class-Aware Active Learning for Unbiased Satellite Image Segmentation
DCAU-AL is a new active learning strategy that dynamically weights samples by real-time class-wise segmentation performance gaps to improve per-class accuracy under imbalance in satellite imagery.