IoT based smart agriculture using machine learning

KSP Reddy, YM Roopa, KR LN… - … conference on inventive …, 2020 - ieeexplore.ieee.org
… any agriculture field. This system comprises of temperature, humidity and moisture sensor,
deployed in an agricultural … Decision tree algorithm, an efficient machine learning algorithm is …

Machine learning for smart agriculture and precision farming: towards making the fields talk

TA Shaikh, WA Mir, T Rasool, S Sofi - Archives of Computational Methods …, 2022 - Springer
… The goal of this research was to compare machine learning algorithms and linear … [32]
have shown applications of many computer vision, machine learning, and convolution neural …

Detecting crop health using machine learning techniques in smart agriculture system

R Shukla, G Dubey, P Malik, N Sindhwani, R Anand… - 2021 - nopr.niscpr.res.in
… In this research, IOT and machine learning based technique capable of … Therefore, IOT and
machine learning ensures the high … The various machine learning is also applied to test the …

Machine learning approaches for smart agriculture

RRR Gandhi, JAI Chellam, TN Prabhu… - 2022 6th …, 2022 - ieeexplore.ieee.org
Smart agriculture can be brought into the society by using … in the form of machine learning,
deep learning techniques to mimic … Machine learning in smart agriculture mainly focus on the …

Smart agriculture using iot and machine learning

RJ Patil, I Mulage, N Patil - Journal of scientific research and …, 2023 - jsrtjournal.com
… In this study, we provide a novel method for smart agriculture that makes use of two cutting-edge
tools: the Internet of Things and machine learning. Using both realtime and previously …

Machine learning-based optimal crop selection system in smart agriculture

S Rani, AK Mishra, A Kataria, S Mallik, H Qin - Scientific Reports, 2023 - nature.com
Machine learning algorithms facilitate this process to a great extent for better results. In
this paper, the authors proposed an ML-based crop selection model based on the weather …

Smart agriculture based on IoT and machine learning

G Abraham, R Raksha, M Nithya - 2021 5th International …, 2021 - ieeexplore.ieee.org
… In the previous work, many variations of smart agriculture systems … Along with this, several
machine learning techniques have … Efficient Machine and Deep Learning models have been …

A hybrid machine learning approach to automatic plant phenotyping for smart agriculture

S Yahata, T Onishi, K Yamaguchi… - … Joint Conference on …, 2017 - ieeexplore.ieee.org
… is expected to extract useful agricultural know-hows of experts and would lead to the realization
of a smart agriculture system. In this paper, as the first step to such a smart system in agri…

Machine learning based data reduction in WSN for smart agriculture

C Salim, N Mitton - … conference on advanced information networking and …, 2020 - Springer
… In this section, we present our machine learning based data reduction algorithm (MLDR)
and its main principles. In MLDR, while capturing data, the nodes start a learning phase to …

[图书][B] Smart agriculture: emerging pedagogies of deep learning, machine learning and internet of things

GS Patel, A Rai, NN Das, RP Singh - 2021 - books.google.com
… potential of Smart Agriculture for the innovation and expansion of the agriculture sector. The
… Intelligence, deep learning and Internet of Things applications. The farming industry and …