1. Farming Tool Leverage System and Expert Chat.
- Author
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N, Pushpalatha M., Grover, Karttekay, SaiCharan, K., Nithin Choudary, C. H., and BM, Abhishek
- Subjects
AGRICULTURAL implements ,BILLING services ,ARTIFICIAL intelligence ,AGRICULTURE ,PLANT diseases - Abstract
The average annual income of farmers in India is well below the poverty line, primarily due to off-season agriculture and a lack of awareness about optimal farming techniques and crop management. This research paper presents an AI-based web application designed to address these challenges and improve farmers' financial and mental well-being. Our solution, comprised of a farming tools leverage system and a collaborative farming forum, empowers farmers with the knowledge and tools needed to make informed decisions and increase their income. The system leverages MongoDB, asynchronous calling, and Fast API for efficient data management and real-time interactions. AI/ML services assist with crop recommendations, crop disease detection, and price predictions. Load balancing ensures optimal performance, and Pusher JS enables real-time communication. Billing services and a dashboard provide income insights, while geographic data enhances machine learning recommendations. In conclusion, this research contributes to alleviating poverty and enhancing the livelihoods of farmers in India by providing a comprehensive solution to the challenges they face. [ABSTRACT FROM AUTHOR]
- Published
- 2024