The invention discloses a
gait monitoring method based on an animal
treadmill, and the method comprises the steps: collecting an animal
gait image, and carrying out the preprocessing of the animal
gait image, and obtaining a preprocessed image; establishing a gait recognition model, recognizing skeleton points of animals in the preprocessed image through the gait recognition model, mapping the recognized skeleton points to obtain space rays, and matching the space rays; after the matching is completed, establishing a world coordinate
system, performing calculation according to the position ofthe skeleton point of each animal in the world coordinate
system to obtain a space average coordinate of each animal, and setting the space average coordinate as a tracking point; and recording path information of the tracking points in a world coordinate
system in real time through adoption of a tracking method to obtain gait
monitoring data. According to the invention, the animal skeleton pointsgiven in the gait image are recognized, the tracking points are constructed through the space rays, the gait of the animal is accurately recognized and recorded, and the accuracy of experimental result data is improved.