SpectraGrow leverages hyperspectral imaging and machine learning to analyze soil quality and provide actionable recommendations to farmers, helping them improve soil fertility, optimize crop selection, and promote sustainable farming.
- ✅ AI-Powered Soil Analysis – Upload hyperspectral data or input key parameters (pH, phosphorus, nitrogen, etc.).
- ✅ Smart Recommendations – Get personalized farming advice to improve soil health and boost crop yield.
- ✅ User-Friendly Dashboard – Simple and intuitive UI designed for mobile-first access, ensuring usability for rural farmers.
- ✅ Multilingual Support – Breaking the information barrier by supporting regional languages.
- ✅ Sustainability-Focused – Encouraging eco-friendly farming practices to combat soil degradation.
Small and marginal farmers in India (~126 million) face challenges like:
- 🌦️ Climate Change Impacts – Unpredictable weather & rising temperatures.
- 🌱 Resource Constraints – Limited access to quality seeds, fertilizers, & equipment.
- 🌍 Soil Degradation – Unsustainable farming practices leading to declining fertility.
- 📉 Information Gap – Lack of accurate & timely agricultural insights.
- ❌ Inefficient Practices – Traditional methods prone to crop failures.
🔹 SpectraGrow aims to bridge this gap using AI-powered solutions, making precision agriculture accessible for all.
- Frontend: Next.js, React, Tailwind CSS
- Backend: FastAPI (Python), MongoDB
- Machine Learning: Scikit-Learn, TensorFlow, Hyperspectral Data Processing
- Cloud & Deployment: AWS/Azure, Vercel, Docker
1️⃣ Upload your hyperspectral soil data or enter soil parameters.
2️⃣ AI Model analyzes the data and detects soil deficiencies.
3️⃣ Personalized Recommendations are generated, suggesting fertilizers, crop rotation, and eco-friendly solutions.
4️⃣ Actionable Insights help farmers make data-driven decisions for sustainable farming.
This project is licensed under the MIT License – See LICENSE for details.
For queries or collaborations, reach out via:
📧 Email: Email
💬 LinkedIn: LinkedIn
🌍 Website: SpectraGrow
🚀 SpectraGrow: Bringing AI-Powered Farming to Every Small & Marginal Farmer! 🌱