Design of falling down Detection for the Elderly Based on Deep Learning
At present,the recognition technology of old people's falling down is immature,and the recognition effect is rela-tively poor.This paper proposes an elderly falling down recognition and detection system based on the enhanced YOLOv5 tar-get detection algorithm.It has been proven by experiments that this design has improved the algorithm recognition accuracy,reduced the frequency of missed inspection,and made the modified design has a better identification and inspection function.
deep learningthe elderly falling down detection analysisYOLOv5K-meansconvolutional neural network