Empowering Farmers with AI-Driven Insights and Direct Market Access
Welcome to Smart Agriculture Revolution – an all-in-one platform designed to empower farmers with AI-powered crop recommendations, disease diagnosis, and a direct agricultural marketplace to maximize yields and reduce losses.
- Input Parameters: Farmers enter environmental data (N, P, K levels, temperature, humidity, pH, rainfall) to receive AI-driven crop recommendations (e.g., rice varieties suited to the conditions).
- Cultivation Guidance: Detailed resources on planting techniques, watering schedules, fertilizer usage, and harvesting methods for the recommended crop.
- Image Upload: Farmers upload images of infected crops to identify diseases (e.g., bacterial blight, fungal infections).
- Instant Solutions: Receive actionable remedies, including recommended insecticides, organic treatments, and preventive measures.
- AI Chatbot: Ask follow-up questions about the diagnosis or solutions via an integrated chatbot.
- Direct Trade: Farmers list their produce for sale, and buyers/sellers connect directly, eliminating middlemen.
- Price Transparency: Real-time market prices and trends to help farmers make informed selling decisions.
- AI/ML Models: Python, TensorFlow/Keras (for crop prediction and disease detection).
- Backend: Django, Firebase (marketplace database).
- Frontend: HTML/CSS/JavaScript, React.js
- Chatbot: Gemini API.
- Hosting: GCP, Firebase Hosting (frontend).
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Crop Recommendation
- Navigate to the Crop Prediction tab.
- Enter soil/environmental parameters (N, P, K, temperature, etc.).
- Click Generate Prediction to view the optimal crop and cultivation guide.
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Disease Detection
- Go to Disease Analyzer, upload an image of the affected crop.
- Review the diagnosis and treatment suggestions.
- Use the Chatbot to ask follow-up questions (e.g., "How to apply neem oil?").
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Marketplace
- Create a profile as a Farmer/Buyer.
- List crops for sale or browse available produce.
- Increased Yield: Data-driven decisions reduce crop failure risks.
- Cost Efficiency: Minimize pesticide misuse with targeted solutions.
- Economic Growth: Direct marketplace access ensures fair prices for farmers.
Distributed under the MIT License. See LICENSE for details.
- GDG Community for the Solution Challenge platform.
- Kaggle datasets for crop and disease training models.
- Farmers and agricultural experts for validation and feedback.