KRISHI 360
KRISHI 360 is a farmer's superapp. It is a go to solution for all the needs of a farmer starting from disease detection using ai model for crops as well as cattle to for financial aids and education.
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Description
đ± Farmer Super App â Empowering India's Agricultural Future
The Farmer Super App is an all-in-one digital platform designed to empower Indian farmers by providing them with easy access to essential agricultural services and real-time information. Built with simplicity and scalability in mind, the app aims to become every farmerâs trusted companionâright from sowing to selling.
Through the app, farmers can get hyper-local weather forecasts, personalized crop recommendations, and instant disease/pest detection using image analysis powered by AI. It also offers features like government scheme updates, agri news, and expert guidance in regional languages to ensure maximum accessibility.
The app helps farmers in case of crop failure/illness or even cattle sickness by providing them with guidance in their own language with text to speech functionality as well.
With the vision of transforming traditional farming into smart, sustainable agriculture, this super app leverages technology to make the farmer self-reliant, informed, and empowered. Whether you're a smallholder or a progressive farmer, this app brings everything you need to your fingertips.
Your farm. Your future. Your app. đđ±
Progress During Hackathon
During the hackathon we started by training our ai model for crop as well as cattle diseases. We used CNN model for disease detection and achieved an accuracy of 90 and 93% over a dataset of around 2 lakh images. Then we started on working on the backend of the project which was the most typical part wherein we connected gemini API for disease information and google text to speech for the same functionality. We also integrated translate function for the entire webpage, Our app also helps farmer understand the weather forecast for the upcoming week and plan his crops accordingly.