Growing Smarter with Deep Learning: AI Solutions for Plant Health

Editors: Nagendra Pratap Singh, Shefali Arora Chouhan, Prashant Kumar, Prem Kumari Verma

Growing Smarter with Deep Learning: AI Solutions for Plant Health

ISBN: 979-8-89881-862-3
eISBN: 979-8-89881-861-6 (Online)

Introduction

Growing Smarter with Deep Learning: AI Solutions for Plant Health explores the transformative role of artificial intelligence in modern agriculture, covering smart crop production, plant and soil health, disease diagnosis, UAV applications, surveillance and sustainable farming. It examines machine learning, deep learning, computer vision, YOLO-NAS, and hyperspectral imaging, offering researchers, students, agricultural scientists, agronomists and practitioners valuable insights into precision, intelligent and data-driven agricultural systems.


Key Features

  • - Multidisciplinary coverage of AI-enabled agriculture.
  • - Contemporary deep learning and computer vision techniques.
  • - UAV-based agricultural applications and surveillance.
  • - Soil and plant health assessment, disease detection.
  • - Hyperspectral image analysis for precision farming.

Target Readership :

Researchers, academicians, postgraduate and doctoral students, agricultural scientists, AI/ML professionals, agronomists, technology developers and policymakers engaged in precision and sustainable agriculture.

Contributors

Editor(s):
Nagendra Pratap Singh
Department of Computer Science & Engineering
Dr B R Ambedkar National Institute of Technology
Jalandhar, Punjab, India


Shefali Arora Chouhan
Department of Computer Science & Engineering
Dr B R Ambedkar National Institute of Technology
Jalandhar, Punjab, India


Prashant Kumar
Department of Computer Science & Engineering
Dr B R Ambedkar National Institute of Technology
Jalandhar, Punjab, India


Prem Kumari Verma
Department of Computer Science & Engineering
Dr B R Ambedkar National Institute of Technology
Jalandhar, Punjab, India




Contributor(s):
Ajay Kumar
Department of Computer Science and Informatics
Central University of Himachal Pradesh
Shahpur, Kangra, Himachal Pradesh
India


Hemesh Bhardwaj
Department of Computer Science and Engineering
National Institute of Electronics and Information Technology
Shimla, Himachal Pradesh
India


Kunwar Pal
Department of Computer Science and Engineering
National Institute of Technology
Jalandhar
India


Kartik Dhiman
Department of Computer Science and Informatics
Central University of Himachal Pradesh
Shahpur, Kangra, Himachal Pradesh
India


Mahesh Chandra Govil
Department of Computer Science and Engineering
National Institute of Technology
Jaipur
India


Nitika Nigam
School of Computer Science
UPES
Dehradun
India


Neha Bhatia
Panipat Institute of Engineering and Technology
Samalkha, Haryana
India


Pawan Kumar
Department of Computer Science and Engineering
National Institute of Technology
Jalandhar
India


Ravi Shankar Singh
Indian Institute of Technology (B.H.U.)
Varanasi, Uttar Pradesh
India


Rajendra Kumar
Faculty of Applied Physics
Rama University
Kanpur, Uttar Pradesh
India


Rashi Shukla
Faculty of Commerce and Management
Rama University
Kanpur, Uttar Pradesh
India


Shobhana Kashyap
Department of Computer Science and Engineering
National Institute of Technology
Jalandhar, Punjab
India


Surbhit Shukla
Department of Computer Science
Rama University
Kanpur, Uttar Pradesh
India


Suman Kumari
Panipat Institute of Engineering and Technology
Samalkha, Haryana
India


Vinod Kumar
Indian Institute of Technology (B.H.U.)
Varanasi, Uttar Pradesh
India