CropShield is a full-stack cross-platform application that provides complete assistance to farmers right from sowing to harvesting. Some of its features are
🎯 Using ML technology for plant disease detection from image and recommending crops to grow based on farmer's location
🎯 Real-time information about soil fertility, weed risk, fire alert, weather forecast, and air quality to make the right farming decisions
🎯 A dedicated and personalized dashboard, Government schemes as well as modern farming techniques page for farmers
🎯 Multilingual AI chatbot to help the farmers for easy understanding of farmers
🎯 Farmers' community section having chat option, posting imahges/videos, QnA, and many more other features to make our platform interactive
https://www.youtube.com/watch?v=Zq-plzHd58g
To install all frontend dependencies, backend dependencies with a single command concurrently
npm run install-allTo run all the files
npm run run-all-
React for frontend
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React Native for Cross Platform Application
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Node.js for backend
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Django for AI backend
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Ambeedata API for realtime information about soil, pollen, fire alert, air quality, water vapour and weather information.
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Open Weather API for weather forecast
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Cloudinary for storing media files like photos and videos
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Render for hosting the application
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MongoDB for database
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JWT for secure authentication