With the increasing intensive and large-scale development of sika deer breeding industry, it is crucial to assess health status by monitoring their behaviours. A machine vision–based method for behaviour recognition proposed in this paper. Google Inception Net (GoogLeNet) used optimise model First, number layers size were reduced. Then, 5 × convolution was changed two 3 convolutions, which redu...