With the accelerated pace of modern life and increased work pressure, people tend to live in an extremely depressing and lack of exercise environment, and diseases and various physical health conditions come one after another. Therefore, this project team plans to use the Kinect sensor launched by Microsoft to achieve the pull-up test automatically, and apply it to the general public. This project is based on image vision to identify and analyse pull-ups, using Kinect V2 to interact with LabVIEW, and extracting and identifying human bones through Kinect and analysing the data information. When LabVIEW receives the coordinate data of each bone point of the user, it uses the coordinate height comparison between the head and the crossbar and the size of the bending degree of the arm to judge the counting. And levels have been added so that users get a workout while experiencing the fun of getting through the levels.