Plant Disease Detection
Capture field images at intervals using the Raspberry Pi camera and send them to the backend for crop analysis and disease classification.
- Scheduled image capture
- API upload pipeline
- AI prediction integration
Core Modules
Six practical modules for a complete smart agriculture workflow
These modules map directly to your current vision for SmartAgroNet and can be presented as individual system capabilities or bundled into one connected platform.
Soil Nutrition Detection
Measure NPK and related soil health values to monitor nutrient balance and identify field-level deficiencies.
- NPK sensor support
- Soil trend history
- Fertility visualization
Multi-Land Smart Irrigation
Manage irrigation automation for multiple land sections based on sensor values, timing, crop conditions, and rule thresholds.
- Relay-based pump control
- Moisture threshold logic
- Zone-based irrigation
Borewell Monitoring
Monitor borewell water levels and pump status to avoid dry runs, water shortages, and unnecessary pumping cycles.
- Water level tracking
- Usage and refill patterns
- Alert generation
Rainwater Harvesting
Track tank filling, rainfall events, and storage capacity to help optimize harvested water usage in the farm ecosystem.
- Tank level visibility
- Storage planning
- Rain event records
Weather Monitoring
Measure air temperature, humidity, rainfall, and environmental shifts to improve planning and irrigation efficiency.
- Sensor-driven weather logs
- Daily trend charts
- Alert-ready data