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.

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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
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article

Florasense: Adaptive Plant Health & Growth Advisor

K Kavitha, N. Palanivel, Pooja Singh, S Sri et al.
Plant and animal studies
article

Florasense: Adaptive Plant Health & Growth Advisor

K Kavitha, N. Palanivel, Pooja Singh, S Sri, C. Madhumitha, S. Preetisha
article en

Abstract

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.

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Florasense: Adaptive Plant Health & Growth Advisor — K Kavitha, N. Palanivel, et al. · (2024) | TGRS Research Map | TGRS