基于轻量级无锚点深度卷积神经网络的树上苹果检测模型
夏雪, 孙琦鑫, 侍啸, 柴秀娟

Apple detection model based on lightweight anchor-free deep convolutional neural network
Xue Xia, Qixin Sun, Xiao Shi, Xiujuan Chai
表 1 不同网络模型的检测精度和模型容量对比
Table 1 Comparison of the detection accuracies and volumes of different network models
模型名称检测指标
检测精度模型容量

平均

精度

(%)

误检率(%)漏检率(%)

模型

体积

(MB)

参数量

(个)

SSD85.014.912.490.623.7×106
CenterNet88.311.97.360.315.8×106
M-CenterNet88.910.95.814.233.5×105