融合数据增强与改进ResNet34的奶牛热红外图像乳腺炎检测

张倩¹, 杨颖^1,^*, 刘刚^1,^2,³, 吴潇¹, 宁远霖¹

Detection of Dairy Cow Mastitis From Thermal Images by Data Enhancement and Improved ResNet34

ZHANG Qian¹, YANG Ying^1,^*, LIU Gang^1,^2,³, WU Xiao¹, NING Yuan-lin¹

改进ResNet34模型结构 BN: 批归一化; Conv卷积层; C: 通道数; k: 卷积尺寸; ReLU: 激活函数; Downsample: 下采样; Layer: 网络层; Flatten: 展平层; Linear: 线性层; Pool: 池化层; input: 输入数据; output: 分类结果