A 17x38 mm sensor node with 11 sensors and on-device AI runs YOLOv5 occupancy detection and air-quality monitoring at 15.5 mW average, an estimated 143 h on a 600 mAh battery.
Machine learning at the network edge: A survey,
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A Multi-Modal IoT Node for Energy-Efficient Environmental Monitoring with Edge AI Processing
A 17x38 mm sensor node with 11 sensors and on-device AI runs YOLOv5 occupancy detection and air-quality monitoring at 15.5 mW average, an estimated 143 h on a 600 mAh battery.