A new 12-product industrial benchmark shows foundation models, particularly SAM2 in video track mode, outperform meta-learning for few-shot defect segmentation.
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Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation Models
A new 12-product industrial benchmark shows foundation models, particularly SAM2 in video track mode, outperform meta-learning for few-shot defect segmentation.