Object Detection with Deep Learning Models
eBook - ePub

Object Detection with Deep Learning Models

Principles and Applications

  1. 266 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Object Detection with Deep Learning Models

Principles and Applications

About this book

Object Detection with Deep Learning Models discusses recent advances in object detection and recognition using deep learning methods, which have achieved great success in the field of computer vision and image processing. It provides a systematic and methodical overview of the latest developments in deep learning theory and its applications to computer vision, illustrating them using key topics, including object detection, face analysis, 3D object recognition, and image retrieval.

The book offers a rich blend of theory and practice. It is suitable for students, researchers and practitioners interested in deep learning, computer vision and beyond and can also be used as a reference book. The comprehensive comparison of various deep-learning applications helps readers with a basic understanding of machine learning and calculus grasp the theories and inspires applications in other computer vision tasks.

Features:

  • A structured overview of deep learning in object detection
  • A diversified collection of applications of object detection using deep neural networks
  • Emphasize agriculture and remote sensing domains
  • Exclusive discussion on moving object detection

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Yes, you can access Object Detection with Deep Learning Models by S Poonkuntran, Rajesh Kumar Dhanraj, Balamurugan Balusamy, S Poonkuntran,Rajesh Kumar Dhanraj,Balamurugan Balusamy in PDF and/or ePUB format, as well as other popular books in Ciencia de la computación & Medios digitales. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover Page
  2. Half Title page
  3. Title Page
  4. Copyright Page
  5. Contents
  6. Editors
  7. List of Contributors
  8. 1 Introduction: Deep Learning and Computer Vision
  9. 2 Object Detection Frameworks and Services in Computer Vision
  10. 3 Real-Time Tracing and Alerting System for Vehicles and Children to Ensure Safety and Security, Using LabVIEW
  11. 4 Mobile Application-based Assistive System for Visually Impaired People: A Hassle-Free Shopping Support System
  12. 5 Traffic Density and On-road Moving Object Detection Management, Using Video Processing
  13. 6 Automated Vehicle Number Plate Recognition System, Using Convolution Long Short-Term Memory Technique
  14. 7 Deep Learning-Based Indian Vehicle Number Plate Detection and Recognition
  15. 8 Smart Diabetes System Using CNN in Health Data Analytics
  16. 9 Independent Automobile Intelligent Motion Controller and Redirection, Using a Deep Learning System
  17. 10 Deep Learning Solutions for Pest Detection
  18. 11 Deep Learning Solutions for Pest Identification in Agriculture
  19. 12 A Complete Framework for LULC Classification of Madurai Remote Sensing Images with Deep Learning-based Fusion Technique
  20. 13 Human Behavioral Identifiers: A Detailed Discussion
  21. Index