Real-time classroom student behavior detection based on improved YOLOv8s

Abstract The learning capacity of students is significantly influenced by the quality of instruction they receive in the classroom. With the rapid advancement of behavior detection technology, identifying classroom behaviors of students is becoming increasingly common in educational settings. Howeve...

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Bibliographic Details
Main Authors: Xiaojing Sheng, Suqiang Li, Sixian Chan
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-99243-x
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