Research Article

Proposing a Recognition System of Gestures Using MobilenetV2 Combining Single Shot Detector Network for Smart-Home Applications

Table 2

Number of images and labels are prepared for implementation.

LabelsNumber of training imagesNumber of testing images

Walking400100
Sitting down400100
Falling back400100
Putting on shoes400100
Waving hand400100
Baby crawling400100
Smoking400100
Falling down400100
Standing up400100
Reading400100
Typing400100