Field pest detection with LoRaWAN IoT
Anonymised engagement: camera + sensor network for pest detection and crop health alerts across distributed agricultural plots.
Stack: ESP32 · LoRaWAN · YOLOv8 · MQTT · React dashboard · AWS IoT
Challenge
Remote fields with intermittent connectivity and harsh environmental conditions for hardware.
Solution
TechieYan deployed solar-powered edge cameras, LoRaWAN gateways, on-device YOLO inference, and a cloud dashboard with SMS alerts for field operators.
Outcomes
- Sub-100ms on-device pest detection on edge hardware
- LoRaWAN network covering 12 distributed plots
- Operator SMS alerts within 30 seconds of detection
- OTA firmware update pipeline for remote field devices
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