Simulated federated TinyML detector runs classroom behavior analysis on a microcontroller
A simulated five-client study found that a compressed federated student-behavior detector retained 95.64% mAP@0.5 and ran at 15.43 FPS on ...
A simulated five-client study found that a compressed federated student-behavior detector retained 95.64% mAP@0.5 and ran at 15.43 FPS on ...
A benchmark study found that EDGI-YOLO improved mAP@0.5 by 3.94 percentage points over YOLOv8n on NEU-DET while reducing parameters and ...
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© 2026 Scienmag - Science Magazine