Abstract: Deploying deep neural network (DNN) models on Microcontroller Units (MCUs) is typically limited by the tightness of the SRAM memory budget. Previously, machine learning system frameworks ...
SMART Optimization is a TinyML occupancy detection system for classrooms. It reads PIR motion, light, and temperature signals, predicts occupancy with a compact neural network, and drives energy-aware ...
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