The Motor Action Analysis Based on Deep Learning

Table 2

Project dataset description.

Difficulties	Description
Background noise	Different individual clothing changes, relationships with the environment, etc
Action nonstandardized	There are interruptions in the process of action execution, disorderly order, property management action, etc
Speed difference of action execution	Differences in speed and performance time during action execution occur due to the behavioral habits of different individuals
Different perspectives	Camera location, different angles, etc
Shelter	Cameras and their own occlusion problems
Lens movement	There are varying degrees of lens movement during the dataset recording process