Intelligent weight prediction of cows based on semantic segmentation and back propagation neural network
Beibei Xu,
Yifan Mao,
Wensheng Wang
et al.
Abstract:Accurate prediction of cattle weight is essential for enhancing the efficiency and sustainability of livestock management practices. However, conventional methods often involve labor-intensive procedures and lack instant and non-invasive solutions. This study proposed an intelligent weight prediction approach for cows based on semantic segmentation and Back Propagation (BP) neural network. The proposed semantic segmentation method leveraged a hybrid model which combined ResNet-101-D with the Squeeze-and-Excita… Show more
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