A threshold on backpropagated gradients improves class activation map resolution and yields near-fully-supervised defect segmentation on KSDD and KSDD2.
State of the art in defect detection based on machine vision,
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Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception
A threshold on backpropagated gradients improves class activation map resolution and yields near-fully-supervised defect segmentation on KSDD and KSDD2.