基于改进CenterNet算法的番茄叶片病害检测

李亚,蒋晨,王海瑞,朱贵富,胡灿

Tomato leaf disease detection based on improved CenterNet algorithm

Ya LI,Chen JIANG,Hairui WANG,Guifu ZHU,Can HU

表 3 不同网络模型的性能对比试验

Tab.3 Performance comparison experiment of different network model

模型 P/ % R/ % mAP50/ % mAP50:95/ % F1 CenterNet 95.5 61.0 82.0 69.8 0.71 YOLOv5 86.2 81.2 89.8 71.2 0.83 YOLOv7 84.3 81.5 89.0 73.1 0.83 YOLOv8 85.0 79.4 88.6 74.6 0.82 ResNxt 86.6 79.3 88.4 71.2 0.83 RT-DETR 85.6 73.5 82.5 69.2 0.79 本文算法 96.3 80.2 91.4 78.7 0.87