Dual-mode (real-time / offline) edge-optimized CV framework for interpretable classroom distraction estimation via tracking-to-analysis continuity; lightweight CNN state inference; PeerJ Computer Science manuscript codebase and dataset.
Multi-modal classroom analytics suite integrating head pose estimation, fatigue detection, FER-based sentiment analysis, and real-time engagement scoring.
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