SmartAgri : Farm Intelligence at Your Fingertips
SmartAgri (IoT-Driven Smart Farming and AI-Powered Plant Health Management) is an intelligent agricultural monitoring mobile latform designed to help farm managers, technicians, and farmers oversee greenhouse operations and maintain optimal crop conditions. The system centralizes real-time environmental sensor data, hardware configuration, field mapping, and crop diagnostic tools into a single mobile interface.
Through role-based access, administrators and managers can oversee operational personnel by managing user accounts and assigning specific roles to farmers and on-site technicians. The application integrates directly with IoT infrastructure, allowing technical staff to register and test wireless microcontroller boards (such as ESP8266 units), monitor their network connectivity, and track hardware health status across the facility. Field supervisors can also map and configure individual greenhouses with custom imagery and precise GPS location selection.
For continuous operational monitoring, SmartAgri delivers live readings from installed agricultural sensors, capturing critical metrics such as ambient temperature, relative humidity, light intensity, and soil moisture levels. The system triggers automated risk alerts when vital parameters fall into critical thresholds—such as depleted soil water levels—while integrating local weather forecasts to assist teams in anticipating environmental shifts. Additionally, an integrated computer vision diagnostic tool allows users to capture or upload crop photographs via camera or gallery to identify plant species and detect diseases or infections, such as mold and fungal rot, with automated confidence scoring.
By bridging hardware sensor readings, predictive meteorological data, computer vision diagnostics, and role-based workforce management, SmartAgri empowers agricultural teams to automate crop protection, reduce resource waste, and make proactive cultivation decisions.