基于高精多尺度集成的轻量织物缺陷检测方法

张捷皓,张进峰,吴威涛,向忠

Lightweight fabric defect detection method based on high precision multi-scale integration

Jiehao ZHANG,Jinfeng ZHANG,Weitao WU,Zhong XIANG

表 2 基于ZY数据集的消融实验结果

Tab.2 Results of ablation experiments based on ZY dataset

实验 C3CPD MSFPN Inner-PIoU Param/106 GFLOPs/109 mAP50 mAP50:95 FPS 1 — — — 7.0 16.0 0.880 0.624 52.9 2 √ — — 5.8 13.9 0.899 0.639 51.0 3 — √ — 5.7 15.4 0.900 0.622 51.5 4 — — √ 7.0 16.0 0.892 0.618 55.3 5 √ √ — 5.3 13.3 0.898 0.633 48.1 6 √ √ √ 5.3 13.3 0.912 0.640 51.7