Florasense: Adaptive Plant Health & Growth Advisor
This paper presents Florasense: Adaptive Plant Health & Growth Advisor, a cutting-edge system that uses artificial intelligence (AI) and Internet of Things (IoT) technologies for thorough plant health monitoring and automated care in response to the growing demand for precision agriculture and sustainable plant care. In order to analyze plant leaf photos and enable real-time nutrient assessment and early illness detection, Florasense uses Convolutional Neural Networks (CNN) and Reinforcement Learning algorithms. This AI-powered method reduces resource waste and allows for prompt action by offering adaptive insights about plant health. Florasense incorporates an automated irrigation system that kicks off when soil moisture falls below ideal levels and continuously monitors environmental factors like temperature and humidity. Florasense provides real-time updates on plant health, nutrient levels, and ambient variables via an intuitive mobile application.
Authors
- K Kavitha
- N. Palanivel
- Pooja Singh (ORCID: https://orcid.org/0000-0003-2535-5361)
- S Sri
- C. Madhumitha
- S. Preetisha
Publication Details
- Published
- 2024-12-27
- DOI
- https://doi.org/10.1109/icscan62807.2024.10894477
- Primary Topic
- Plant and animal studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00