학술논문

Research on the Application of Facial Recognition in Smart Home Chairs
Document Type
Conference
Source
2023 International Conference on Image Processing, Computer Vision and Machine Learning (ICICML) Image Processing, Computer Vision and Machine Learning (ICICML), 2023 International Conference on. :1163-1166 Nov, 2023
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Signal Processing and Analysis
Training
Emotion recognition
Image recognition
Face recognition
Smart homes
Machine learning
Next generation networking
Object Detection
Chair
Facial Expression Recognition
Language
Abstract
In response to the issue of the limited functionality of current household chairs, this paper designs an intelligent household chair that autonomously adjusts its angle and switches preferred audio based on the Edge AI development board EasyDL-EdgeBoard. A self-made dataset is trained on the Paddle PaddleEasyDL model training platform on the development board's official website, and the training results are applied to the DIY household chair to implement the function of adjusting the backrest angle and playing audio based on facial expression recognition results. The experiment shows that an intelligent household chair based on facial expression recognition can effectively enhance users' emotional experience during use.