[PDF][PDF] Real time IoT application for classification of crop diseases using machine learning in cloud environment

TB Thakur, AK Mittal - IJISME, 2020 - academia.edu
India is an agricultural country. A total of 61.5% of the people cultivate in India. Due to lack of
agricultural land and change of weather, manytypes of diseases occur on crops and insects …

[PDF][PDF] Application of IoT and machine learning in agriculture

AK Dewangan - Int J Eng Res Technol, 2020 - academia.edu
Agriculture is one of the major sources of economy in the country. Precision Agriculture is
already in implementation in other countries but there is a need to implement, improve and …

Leaf disease classification in smart agriculture using deep neural network architecture and IoT

K Ramana, R Aluvala, MR Kumar… - Journal of Circuits …, 2022 - World Scientific
The Internet of Things (IoT) is bringing a new dimension to the smart farming market. This
helps the user to collect the data from the agricultural fields in real time and move it to …

A review on advent of IoT, cloud, and machine learning in agriculture

Y Vishwanath, RS Upendra, MR Ahmed - International Conference on …, 2021 - Springer
Agriculture is the backbone of India, and its produce must be optimized. The technology trio
of IoT, cloud, and machine learning can have a trending impact on the agriculture domain …

[HTML][HTML] Precision agriculture using IoT data analytics and machine learning

R Akhter, SA Sofi - Journal of King Saud University-Computer and …, 2022 - Elsevier
In spite of the insight commonality may have concerning agrarian practice, fact is that
nowadays agricultural science diligence is accurate, precise, data-driven, and vigorous than …

[PDF][PDF] Early disease detection and monitoring large field of crop by using IoT

MNR Thorat, P Pimpri, S Nikam - International Journal of Computer …, 2017 - academia.edu
Agriculture is the backbone of economy of Indian government. There Is requirement of a lot
of production of crops to fulfill the need of Indian population. Because of diseases, large …

Crop prediction and plant disease detection using IoT and machine learning

J Mathew, A Joy, D Sasi, J Jiji… - 2022 6th International …, 2022 - ieeexplore.ieee.org
Agriculture is one of the major occupations widely used in India and it plays a crucial role in
the country's development. Improving crop production is considered an important aspect of …

[PDF][PDF] IoT-Smart Agriculture: Comparative Study on Farming Applications and Disease Prediction of Apple Crop using Machine Learning

S Islam, S Jamwal, MH Mir, QR Khan - Iraqi Journal of Science, 2022 - iasj.net
Abstract Recently, the Internet of Things has emerged as an encouraging technology that is
scaling up new heights towards the modernization of real word physical objects into smarter …

Machine learning implementation in IoT based intelligent system for agriculture

KN Bhanu, HJ Jasmine… - 2020 International …, 2020 - ieeexplore.ieee.org
Innovation in Internet of Things (IoT) has acquired changes in everyday life. Agriculture
plays a major role in most of the countries and the need for this sector is to become" Smart" …

[PDF][PDF] An effective identification of crop diseases using faster region based convolutional neural network and expert systems

P Chandana, GP Ghantasala, JRV Jeny… - International Journal of …, 2020 - academia.edu
The majority of research Study is moving towards cognitive computing, ubiquitous
computing, internet of things (IoT) which focus on some of the real time applications like …