MCH-YOLOv12: Research on Surface Defect Detection Algorithm for Aluminum Profiles Based on Improved YOLOv12.

Sensors (Basel) · 2025 · PMC12431288 · PMID 40942820

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an increasing trendno p-value reported

YOLOv9 to YOLOv11 exhibited an increasing trend in accuracy, but this was accompanied by a continuous rise in the number of parameters and computational requirements, which led to higher deployment costs.

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