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Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention

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Published on: December 15, 2023

An embedded deep learning framework for real-time violence detection and alert generation

Muhammad Salman¹, Naveed Abbas¹, Syed Ijaz Ur Rahman¹

¹Department of Computer Science, Islamia College Peshawar, Peshawar, 25000, Pakistan.

Scientific Reports

|March 28, 2026

Summary

No abstract available in PubMed .

Keywords:

CNN–GRU architecture Embedded vision system Intelligent surveillance Real-time violence detection TensorRT optimization

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