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4 利用不同数据集训练的改进Mask R-CNN模型的蚕体检测性能
Table 4 The silkworm detection performances of the improved Mask R-CNN model trained by different datasets
数据集准确率/%检测 AP50分割 AP50
完整数据集96.830.7900.795
剔除旋转与翻转处理数据94.790.7730.771
剔除亮度增强数据93.340.7470.751
剔除噪声添加数据96.020.7850.791