Monitor Your Farm in Real-Time with AI
Professional IoT agriculture system combining ESP32 sensors, machine learning models, and real-time analytics for data-driven farming decisions.
Complete Agriculture Monitoring System
Everything you need to monitor, analyze, and optimize your farm operations
Real-time Monitoring
ESP32 sensors track temperature, humidity, soil moisture, pH, and NPK levels continuously
ML Crop Analysis
SwiFT transformer predicts optimal crops with 77% accuracy across 18 Nepal-specific varieties
Smart Irrigation
TTL model recommends precise irrigation timing with 98.5% accuracy and crop-aware scheduling
Soil & Fertilizer
TabNet analyzes soil fertility and suggests optimal fertilizers with 98% accuracy using LIME explainability
Weather Integration
Real-time weather data from OpenWeatherMap with 10-minute caching for your district
AI Advisor
Gemini AI provides bilingual farming advice in English and Nepali with offline template fallback
Analytics Dashboard
Comprehensive daily and weekly summaries with trend visualization and historical data analysis
PDF Reports
Generate detailed farm reports with sensor data, recommendations, and actionable insights
How AgriSense Works
Three-layer architecture for reliable farm monitoring
IoT Hardware Layer
ESP32 with MicroPython, DHT22, soil moisture, pH, and NPK sensors transmit via MQTT
ML Backend Layer
PyTorch models analyze data: SwiFT for crops, TTL for irrigation, TabNet for soil and fertilizer
Dashboard Layer
Next.js dashboard with real-time charts, recommendations, AI advice, and PDF export
Technology Stack
Backend & ML
Frontend & DevOps
Ready to Monitor Your Farm?
Join farmers using AI and IoT technology for data-driven agriculture. Built for Nepal's diverse agricultural landscape.
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