Research on the Application of Data Labeling in the Field of Smart Home
The data labeling is applied to the smart home system.Through the camera,sensors and other devices,pictures,video,text,speech data are collected and labeled as facial recognition,home marking,speech collection,face key information point extraction,and emergency collection,etc.Through data labeling technology,we can identify people's behavior,expres-sions,speech,by mainly using ImageNet dataset,Youtube-8M dataset,Yelp dataset,LibriSpeech dataset as image annota-tion,video annotation,text annotation,speech annotation of the annotation data dataset.This paper improves the image anno-tation method,through the image annotation of the residents'security situation,emotional state,etc.It improves correspond-ing recognition processing,so as to solve various problems in the family.
data labelingsmart homeinformation point extractionsecurity
万方数据
维普
