基于改进Mask R-CNN模型的工厂化养蚕蚕体识别与计数

何锐敏, 郑可锋, 尉钦洋, 张小斌, 张俊, 朱怡航, 赵懿滢, 顾清

Identification and Counting of Silkworms in Factory Farm Using Improved Mask R-CNN Model

HE Ruimin, ZHENG Kefeng, WEI Qinyang, ZHANG Xiaobin, ZHANG Jun, ZHU Yihang, ZHAO Yiying, GU Qing

表3 不同龄期蚕数据训练改进Mask R-CNN模型的蚕体检测性能

Table 3 The silkworm detection performances of the improved Mask R-CNN models using the training data of different instars

龄期 准确率/% 检测AP50 分割AP50 4龄 95.21 0.768 0.774 5龄 97.82 0.801 0.815