The invention provides a non-human
primate fine motion and posture tracking
automation method, which is implemented by taking a monkey as a representative, and comprises the following steps: defining 10 motion and 3 posture labels of the monkey, defining 15 key points of the monkey body, constructing a monkey motion identification
data set and a monkey key
point data set, and establishing a monkey motion and posture identification analysis tool box. The monkeys are subjected to
action recognition and skeleton point recognition, and the three postures of platform, sitting and
curling up of the monkeys, the
engraving behavior and the depression behavior are automatically recognized. According to the invention, automatic identification of fine actions and postures of the non-human primates can be effectively realized, and particularly, effective automatic identification of
engraving behaviors, depression behaviors and the like of the non-human primates can be realized, so that the blank of such researches in the field is filled; the method is of great significance to
clinical research of difficult miscellaneous diseases such as depression and
Rett syndrome.