Internet of Things‐Based Crop Classification Model Using Deep Learning for Indirect Solar Drying

BB Sharma, G Gupta, P Vaidya… - Wireless …, 2022 - Wiley Online Library
The energy which is obtained from the sun in the form of light and heat is known as solar
energy. Nowadays, technology is focused on utilization of this rich resource of energy. So …

Smart dome 4.0: Low-cost, independent, automated energy system for agricultural purposes enabled by machine learning

AS Budiman, F Gunawan, E Djuana… - Journal of Physics …, 2022 - iopscience.iop.org
Many economically essential crops in Indonesia (such as coffee, tea, chocolate, or copra)
require storage or drying under certain environmental conditions, especially temperature …

[PDF][PDF] IoT-based smart greenhouse with disease prediction using deep learning

N Fatima, SA Siddiqui, A Ahmad - International Journal of …, 2021 - pdfs.semanticscholar.org
Rapid industrialization and urbanization has led to decrease in agricultural land and
productivity worldwide. This is combined with increasing demand of chemical free organic …

Development of IoT based smart monitor and control system using MQTT protocol and Node-RED for parabolic greenhouse solar drying

S Choosumrong, R Hataitara, G Panumonwatee… - International Journal of …, 2023 - Springer
The drying process is a method to preserve and improve the taste, flavor, and texture of ripe
bananas. During natural sun drying, dust, rain, insects, pests, and microorganisms may …

Deep learning and IoT for agricultural applications

D Garg, M Alam - Internet of Things (IoT) Concepts and Applications, 2020 - Springer
Presently it is really difficult to deal with agriculture and its requirements. The majority of the
country's population depends entirely on agriculture. Food production should also be …

Iot based water management system for crops using conventional machine learning techniques

TM Swetha, T Yogitha, MKS Hitha… - 2021 12th …, 2021 - ieeexplore.ieee.org
Agriculture is one of the main sources of living for a large population in India, and plays a
crucial part in the improvement of food production.“Smart farming” is an emerging technique …

Agriculture monitoring system based on internet of things by deep learning feature fusion with classification

KS Kumari, SLA Haleem, G Shivaprakash… - Computers and …, 2022 - Elsevier
This research proposed novel technique in crop monitoring system using machine learning-
based classification using UAV. To monitor and operate activities from remote locations …

IoT based smart agriculture using machine learning

KSP Reddy, YM Roopa, KR LN… - … conference on inventive …, 2020 - ieeexplore.ieee.org
Agriculture balances both food requirement for mankind and supplies indispensable raw
materials for many industries, and it is the most significant and fundamental occupation in …

Taylor-student psychology based optimization integrated deep learning in IoT application for plant disease classification

S Vimala, TV Madhusudhana Rao, A Balaji, B Maram - Wireless Networks, 2023 - Springer
Abstract The Internet of Things (IoT) has grown more importance in agriculture production,
as it helps to observe and store up information in a large environment. The plant leaf …

[HTML][HTML] Development of drying system by using internet of things for food quality monitoring and controlling

N Mishra, SK Jain, N Agrawal, NK Jain, N Wadhawan… - Energy Nexus, 2023 - Elsevier
One of the essential aspects in managing food safety is the drying, which helps to preserve
food quality and extend the shelf life of food products. The temperature, relative humidity …