Skip to Main Content
The New Advanced Society
book

The New Advanced Society

by Sandeep Kumar Panda, Ramesh Kumar Mohapatra, Subhrakanta Panda, S. Balamurugan
April 2022
Intermediate to advanced content levelIntermediate to advanced
512 pages
12h 53m
English
Wiley-Scrivener
Content preview from The New Advanced Society

9AI-Based Smart Agriculture Monitoring Using Ground-Based and Remotely Sensed Images

Shounak Chakraborty1, Nikumani Choudhury2* and Indrajit Kalita3

1Department of Computer Science & Engineering, Indian Institute of Information Technology, Design and Manufacturing, Kurnool, India

2Department of Computer Science & Information Systems, Birla Institute of Technology and Science, Pilani, Hyderabad Campus, India

3Indian Institute of Information Technology Guwahati, Bongora, Guwahati, India

Abstract

Smart agriculture monitoring aims to provide the agricultural industry an advanced technological infrastructure that may include internet of things (IoT), cloud computing, and artificial intelligence (AI) in processing the data obtained from multiple sensors deployed in-ground devices, (un)manned aerial vehicles (UAVs) and satellites. The research in AI has gone through a flourishing phase in the last few decades where standalone systems have achieved near-perfect accuracies in fields like language processing, text recognition, image interpretation, and voice identification, to name a few. In other words, the researchers have been immensely successful in developing supervised classification models with minimal human involvement. Recently, the focus has shifted to designing robust and adaptive AI classification models that can operate under a severe scarcity of training data, noisy environments, or in a situation when the probability distribution of the test samples is disparate from the ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

The Unintended Consequences of Technology

The Unintended Consequences of Technology

Chris Ategeka
How to Help High Achievers Overcome Imposter Syndrome

How to Help High Achievers Overcome Imposter Syndrome

Morela Hernandez, Christina Lacerenza

Publisher Resources

ISBN: 9781119824473Purchase Link