Smart Agriculture Edge Platform
About AgroFalcons
AgroFalcons is an enterprise-grade IoT platform built to merge real-time environmental telemetry with edge computer vision pathology diagnostics. By logging soil parameters, NPK nutrients, and leaf surface health, we enable cultivators to optimize crop yields, mitigate diseases early, and conserve resources.
1. IoT Edge Nodes
Low-power ESP32 microcontrollers deployed across field zones. Equipped with DHT22 temperature sensors, RS485 NPK probes, and ESP32-CAM visual modules.
2. Local Gateway Hub
A central Raspberry Pi controller acting as a local MQTT broker. It aggregates sensor data, routes packages, and communicates with cloud servers.
3. Neural Diagnostic Core
Cloud servers receive visual payloads from field nodes. TensorFlow convolutional neural networks evaluate leaf diagnostics in under 1.5 seconds.
System Specifications
UI FrameworkNext.js 15 (React 19)
Styling EngineTailwind CSS v4.0
Edge ConnectivityLoRaWAN & Wi-Fi Client
Pathology Accuracy94.2% Validation Accuracy