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 3 基于ZY数据集的损失函数性能研究

Tab.3 Loss function performance study based on ZY dataset

模型 ratio mAP50 mAP50:95 FPS Base+CIoU — 0.898 0.633 48.1 Base+ Inner-PIoU 1.2 0.901 0.638 49.8 1.3 0.907 0.624 49.4 1.4 0.912 0.640 51.7 1.5 0.898 0.625 52.1