Agroinsights Chatbot: Ai-Driven Precision Farming For Optimal Yields, Crop Selection, And Disease-Free Harvests
The Agriculture AI-based chatbot presented offers a ground-breaking answer to farming challenges by fusing cutting-edge technologies. Through meticulous planning and execution, including data collection, preprocessing, and model selection, it solves significant challenges including agricultural yield projection, disease detection, and recommendations. The chatbot employs a range of machine learning and deep learning techniques to provide farmers with useful advice using an easy-to-use interface built with HTML, CSS, and Flask. A trained natural language processing (NLP) chatbot model increases user engagement and facilitates easier access to agricultural information. This comprehensive approach promotes the sustainability and prosperity of the global agriculture sector while boosting production and streamlining farming practices.
Authors
- P M Ebin
- B. P. Prithviraj
- K M Prajwal
- Priyanka Choudhary
- T M Geethajali
Institutions
- Visvesvaraya Technological University (IN)
Publication Details
- Published
- 2024-09-21
- DOI
- https://doi.org/10.1109/nkcon62728.2024.10774802
- Citations
- 3
- Primary Topic
- Smart Agriculture and AI
- Type
- article
- Field-Weighted Citation Impact
- 1.80