BharatAgronomist
A Product of RICE
AI-powered agricultural intelligence platform for Indian farmers
From Problem to Solution
Indian agriculture, the backbone of our economy, faces unprecedented challenges: unpredictable climate patterns, soil degradation, pest infestations, and a significant information gap between labs and land.
BharatAgronomist is a next-generation, AI-powered agricultural intelligence platform designed to bridge this gap. We provide a holistic, data-driven assistant that empowers every farmer with the tools of modern precision agriculture.
🚀 Core Features
Comprehensive AI-powered tools designed specifically for Indian farmers
🧠 Decision Intelligence
Automatically fetch farm coordinates using location names
Intelligent suggestions for soil type and irrigation methods
Comprehensive climate analysis and personalized crop advisory
Real-time commodity prices and interactive trend visualization
Custom NPK and micronutrient advice for expanded crop list
🌿 Crop Health & Monitoring
Upload leaf images for instant disease diagnosis with 98% accuracy
Real-time crop health scanning using device camera
☀️ Accessibility & Environment
Voice recognition in English, Hindi, Marathi, Telugu, and Punjabi
30-day forecast and historical data from NASA POWER API
AI-generated reports translated into all supported languages
🧠 Tech Stack & Architecture
Built on a modular, service-oriented architecture for scalability and maintainability
Streamlit
Interactive web apps
TensorFlow
Machine learning framework
ONNX
Model interoperability
Gemini API
Advanced AI capabilities
Geopy
Location services
NASA POWER
Weather & climate data
Data.gov.in
Government datasets
AssemblyAI
Speech recognition
Streamlit Cloud
Cloud hosting
System Architecture
A comprehensive overview of how our AI-powered agricultural intelligence platform processes data and delivers insights
Data Collection
NASA POWER API, Government datasets, User inputs
AI Processing
TensorFlow models, Gemini AI, ONNX optimization
User Interface
Streamlit frontend, Voice interaction, Multi-language support
🏗️ Project Structure
Clean and organized codebase for easy navigation and maintenance
BharatAgronomist/
├── app.py # Main Streamlit application logic
├── requirements.txt # List of Python dependencies for pip
├── .streamlit/
│ └── secrets.toml # Securely store API keys (NEVER commit this)
├── models/
│ └── plant_disease_model.h5 # Trained Keras model for disease detection
├── nasa_power.py # Helper module for NASA POWER API integration
└── utils/ # Utility scripts for modular functions
├── inference.py # Functions for model prediction
├── market_data.py # Module to fetch market price data
└── translator.py # Language translation and localization🛣️ Future Roadmap
Exciting features and enhancements coming soon
Process drone imagery for large-scale crop stress analysis
Connect farmers directly with buyers through the platform
Provide advisories on efficient water usage based on soil moisture data
Develop a lightweight, offline-first version for areas with poor connectivity
🏆 Meet The Team: RICE
We are RICE (Revolution In Cultivating Excellence), a team of passionate innovators dedicated to solving real-world agricultural challenges through technology.
Team Lead / AI & Product Head
Guides the project vision, leads AI/ML development, and oversees the hackathon presentation.
Data Scientist / Agri-Analytics Specialist
Handles datasets, preprocessing, and develops crop advisory, soil, and irrigation recommendation models.
Full-Stack Developer
Builds the Streamlit frontend and backend API integrations, ensuring a smooth user experience.
Cloud & Deployment Engineer
Manages deployment on Streamlit Cloud / Vercel and optimizes app performance and reliability.
UI/UX Designer & Accessibility Lead
Designs the farmer-friendly, multilingual UI and works on report layouts and voice command integration.
Model Integration & API Engineer
Integrates TensorFlow/ONNX models into the app and connects external APIs (NASA POWER, Data.gov.in, etc.).
🎥 Live Demo
Experience BharatAgronomist in action
Try our live application and see how AI can revolutionize your agricultural practices.
Launch Live Demo