StudentNet: an edge-deployable approach for student behavior detection in smart classrooms

IntroductionAccurately identifying student behavior in classroom environments is essential for the development of intelligent education systems. However, existing methods often exhibit high false-positive and false-negative rates in complex backgrounds or densely populated scenes, which degrades det...

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Principais autores:	Lei Ai, Huihui Hu
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	Frontiers Media S.A. 2026-07-01
סדרה:	Frontiers in Computational Neuroscience
נושאים:	behavior recognition deep learning edge deployment object detection smart education YOLO
גישה מקוונת:	https://www.frontiersin.org/articles/10.3389/fncom.2026.1828972/full
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