Design of Moving Target Detection System Using Lightweight Deep Learning Model and Its Impact on the Development of Sports Industry

Table 3

Three-layer structure requirements for target tracking.

Layers	Hierarchy function requirements
Application layer	The main requirement and function of the application layer is to match the motion detection target with the whole tracking system. Generally, it is for users to access the sports multimedia module, the multimedia video recording module, and the tracking target management module and record data.
Data access layer	The main function of the data layer is to play the role of the middle layer, establish the detection algorithm, and generate data with the detection target in the sports multimedia image or video.
Data connection layer	The function of the connection layer is to store and track the data information generated by the above two layers, multimedia video or image information, user information, and detection results.