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Anndata is a groundbreaking platform designed to transform the landscape of Indian agriculture by leveraging data-driven precision techniques. By combining cutting-edge technologies such as AI, data analysis, and community building, Anndata empowers farmers, enhances crop yield, and optimizes the agricultural supply chain. This repository contains the source code and documentation for the Anndata platform, developed using a tech stack that includes React, Tailwind, Node.js, MongoDB, Python, and Razorpay for payments. learn more
Anndata's AI chatbot, powered by state-of-the-art Gen AI and LLM models, provides farmers with hyper-personalized, real-time advice. It offers guidance on crop care, pest control, and more, making precision farming easily accessible to all.
Our platform employs YOLO v8 and a robust Indian scientist-curated dataset to identify crop diseases from images. Early intervention and prevention are the cornerstones of modern agriculture, enabling farmers to detect disease onset before incurring massive losses.
Anndata disrupts traditional supply chains by connecting farmers directly with consumers through our marketplace. This marketplace empowers farmers to reclaim their rightful profits, providing a reliable and trustworthy platform for selling their livelihood. This approach reduces export and acquisition costs significantly, benefitting both farmers and consumers.
We offer an open forum for farmers where they can ask questions related to their specific problems. Farmers can tag their questions, making it easier for other farmers to provide relevant answers. This collaborative community approach fosters knowledge sharing and problem-solving within the farming community.
Anndata recommends the ideal crops for each unique soil profile using our proprietary Support Vector Classifier model, driven by scikit-learn. By utilizing probabilistic distribution, we provide precise crop suggestions, ultimately increasing the likelihood of a successful harvest.
- Frontend: React
- UI Framework: Tailwind CSS, MUI, ChakraUI
- Backend: Node.js
- Database: MongoDB
- Machine Learning: Python (for disease detection and crop recommendation)
- Payment Processing: Razorpay
If you have any questions, suggestions, or feedback, please feel free to contact us. We're excited to hear from you!
We would like to express our gratitude to the open-source community and the developers of the various technologies and libraries that made Anndata possible.
By combining AI, data analysis, and a strong community, Anndata aims to revolutionize Indian agriculture, ensuring a more equitable and efficient agricultural ecosystem. Join us on this journey towards a brighter and more sustainable future for Indian farmers.