🌾 Fasal.AI — Smart Crop Advisory System
AI-powered Smart Crop Advisory System for small & marginal farmers.
Built for Smart India Hackathon 2025 (Problem Statement ID: SIH25010).
🚀 Live Demo: fasalai.app
🚀 Features
🧠 Core Intelligence
| Feature | Model / Tech | Description |
|---|---|---|
| 🌱 Crop Recommendation | RandomForest (500 trees) | State-aware top-3 crop recommendations based on soil (N, P, K, pH), weather, and location |
| 🔬 Disease Detection | TensorFlow CNN + Gemini Vision | Upload leaf images to detect diseases — TFLite models for Potato, Corn, Rice, Sugarcane + Gemini AI for any crop |
| 🌾 Yield Prediction | GradientBoosting | Predicts crop yield (T/Ha) by state, district, crop, and season |
| 💰 Price Forecasting | GradientBoosting | Predicts modal mandi price (₹/Quintal) |
| 🌿 Rotation Planner | Rule-based engine | Dynamic season-aware crop rotation with cereal-legume rules, Gantt calendar & mobile cards |
| 🌐 Multilingual | Azure Translate (11 Languages) | Hindi, Tamil, Telugu, Bengali, Marathi, Kannada, Malayalam, Odia, Gujarati, Punjabi |
| 🤖 AI Chatbot | Gemini API | Voice-enabled agricultural assistant with speech-to-text |
🎯 Decision Intelligence Tools
| Feature | How it Works | Description |
|---|---|---|
| 🔬 What-If Simulator | Side-by-side API comparison | Change soil/weather parameters and see how crop recommendations shift in real-time |
| 🚨 Smart Alert Engine | Rule-based aggregation | Combines weather, pest, and market data into prioritized, severity-coded actionable alerts |
| 💰 Profit Planner | Yield × Market Price – Cost | AI-powered revenue, cost, and profit estimation with multi-crop comparison |
| 📷 Disease Scanner | TFLite + Gemini Vision API | Unified scanner — 4 pre-trained CNN models + Gemini AI fallback for any crop worldwide |
🔧 Platform Features
| Feature | Tech | Description |
|---|---|---|
| 👤 Multi-User Auth | Supabase (PostgreSQL) | Google OAuth SSO & Standard login, persistent profiles |
| 📍 Auto Location | Browser Geolocation + OpenWeather | Auto-detects state/city, location-aware features |
| ☀️ Weather Dashboard | OpenWeatherMap API | Current + 5-day forecast with farming-relevant metrics |
| ⚠️ Pest Alerts | Knowledge-base rules | Season-aware pest risk alerts by state |
| 📈 Market Prices | Agmarknet data | Real-time mandi prices with trend analysis |
| 🧪 Fertilizer Guide | Rule-based | Soil-aware fertilizer and remedy recommendations |
| 💬 Community Hub | User posts | Farmer-to-farmer discussion forum |
| 📱 Mobile Optimized | Tailwind CSS + React | Fully responsive with animated bottom navigation |
🏛️ Farmer Support
| Feature | Type | Description |
|---|---|---|
| 🏛️ Government Schemes | Real data (10 schemes) | PM-KISAN, PMFBY, KCC, AIF, PM-KUSUM, e-NAM & more — search, filter, and apply directly to official portals |
| 🌾 Farmer Loans | Coming Soon teaser | 0% interest micro-loans (₹1K–₹25K) for seeds, fertilizer & farm essentials — launching soon |