Farming Made Easy • Est. 2025
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.
CropWise is a unified smart agriculture platform that provides AI-powered crop recommendations, real-time disease detection, and an integrated agricultural marketplace.
It is designed to help farmers make accurate, data-driven decisions while enabling direct access to buyers—reducing losses and improving profitability.
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CropWise evaluates soil and environmental parameters such as NPK levels, temperature, humidity, rainfall, and pH to suggest the most suitable crops for cultivation.
- Intelligent crop suitability scoring
- Climate and region compatibility
- Detailed cultivation guidance
A computer-vision module that identifies diseases from uploaded leaf images within seconds.
- Instant disease prediction
- Treatment and remedy recommendations
- Prevention and care guidance
- Integrated chatbot assistant powered by Gemini
CropWise provides a secure and transparent marketplace enabling farmers and buyers to trade produce directly.
- Direct farmer–buyer interaction
- Crop listings and order management
- Real-time pricing insights
- Zero middlemen
User Input → AI Engines → Insights (Prediction/Diagnosis) → Web Interface → Marketplace Services
- Machine Learning Models (crop recommendation)
- Computer Vision Models (disease detection)
- Conversational AI (Gemini)
- Django backend services
- React-based user interface
- Firebase & GCP for hosting and data storage
- Python 3.12+
- TensorFlow / Keras
- Scikit-Learn
- OpenCV
- Django
- Firebase Realtime Database
- REST APIs
- React.js
- HTML / CSS / JavaScript
- Google Cloud Platform
- Firebase Hosting
- CI/CD pipelines
- Navigate to Crop Recommendation.
- Enter soil/environment data.
- Receive recommended crops and detailed cultivation steps.
- Upload an infected crop image.
- View AI-generated diagnosis and treatment plan.
- Use the chatbot for follow-up questions.
- Create a Farmer/Buyer profile.
- Add produce listings or explore available crops.
- Connect directly with buyers/sellers.
- Improved yield through data-backed decisions
- Reduced crop loss via early diagnosis
- Fair pricing through direct marketplace access
- Scalable agriculture intelligence
- Consistent data collection
- Support for extension services and outreach
This project is released under the MIT License.
See the LICENSE file for more information.
© 2025 CropWise — Revolutionizing Smart Agriculture