Unlocking computer vision with Python and OpenCV
Key Features
● Practical solutions to image processing challenges.
● Detect and classify objects in images.
● Recognize faces and text from images using character detection and recognition models.
Description
Neural Network Computer Vision with OpenCV equips you with professional skills and knowledge to build intelligent vision systems using OpenCV. It creates a sequential pathway for understanding morphological operations, edge and corner detection, object localization, image classification, segmentation, and advanced applications like face detection and recognition, and optical character recognition.
This book offers a practical roadmap to explore the nuances of image processing with detailed discussions on each topic, supported by hands-on Python code examples. The readers will learn the basics of neural networks, deep learning and CNNs by using deep learning frameworks like Keras, Tensorflow, PyTorch, Caffe etc. They will be able to utilize OpenCV DNN module to classify images by using models like Inception V3, Resnet 101, Mobilenet V2. Moreover, the book will help to successfully Implement object detection using YOLOv3, SSD and R-CNN models. The character detection and recognition models are also covered in depth with code examples.
You will gain a deeper understanding of how these techniques impact real-world scenarios and learn to harness the potential of Python and OpenCV to solve complex problems. Whether you are building intelligent systems, automating processes, or working on image-related projects, this book equips you with the skills to revolutionize your approach to visual data.
What you will learn
● Acquire expertise in image manipulation techniques.
● Apply knowledge to practical scenarios in computer vision.
● Implement robust systems for face detection and recognition.
● Enhance projects with accurate object localization capabilities.
● Extract text information from images effectively.
Who this book is for
This book is designed for those with basic Python skills, from beginners to intermediate-level readers. Whether you are building intelligent robots that perceive their surroundings or crafting advanced vision systems for object detection and image analysis, this book will equip you with the tools and skills to push the boundaries of AI perception.
Table of Contents
1. Introduction to Computer Vision
2. Basics of Imaging
3. Challenges in Computer Vision
4. Classical Solutions
5. Deep Learning and CNNs
6. OpenCV DNN Module
7. Modern Solutions for Image Classification
8. Modern Solutions for Object Detection
9. Faces and Text
10. Running the Code
11. End-to-end Demo
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
Gopi Krishna Nuti is an experienced professional with 21 years of experience in IT industry. He has done his B. Tech in Computer Science from Andhra University, M.S in Business Analytics from State University of New York at Buffalo and an Executive MBA from Amrita University, Bengaluru. He has worked extensively in analytics and software development projects and has delivered award winning products and solutions.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
EUR 17,48 expédition depuis Etats-Unis vers France
Destinations, frais et délaisEUR 10,45 expédition depuis Royaume-Uni vers France
Destinations, frais et délaisVendeur : Majestic Books, Hounslow, Royaume-Uni
Etat : New. N° de réf. du vendeur 397709619
Quantité disponible : 1 disponible(s)
Vendeur : Vedams eBooks (P) Ltd, New Delhi, Inde
Soft cover. Etat : New. Neural Network Computer Vision with OpenCV equips you with professional skills and knowledge to build intelligent vision systems using OpenCV. It creates a sequential pathway for understanding morphological operations, edge and corner detection, object localization, image classification, segmentation, and advanced applications like face detection and recognition, and optical character recognition. This book offers a practical roadmap to explore the nuances of image processing with detailed discussions on each topic, supported by hands-on Python code examples. The readers will learn the basics of neural networks, deep learning and CNNs by using deep learning frameworks like Keras, Tensorflow, PyTorch, Caffe etc. They will be able to utilize OpenCV DNN module to classify images by using models like Inception V3, Resnet 101, Mobilenet V2. Moreover, the book will help to successfully Implement object detection using YOLOv3, SSD and R-CNN models. N° de réf. du vendeur 152885
Quantité disponible : 5 disponible(s)
Vendeur : California Books, Miami, FL, Etats-Unis
Etat : New. N° de réf. du vendeur I-9789355516961
Quantité disponible : Plus de 20 disponibles
Vendeur : Ria Christie Collections, Uxbridge, Royaume-Uni
Etat : New. In. N° de réf. du vendeur ria9789355516961_new
Quantité disponible : Plus de 20 disponibles
Vendeur : BargainBookStores, Grand Rapids, MI, Etats-Unis
Paperback or Softback. Etat : New. Neural Network Computer Vision with Opencv 5: Build Computer Vision Solutions Using Python and Dnn Module 1.02. Book. N° de réf. du vendeur BBS-9789355516961
Quantité disponible : 5 disponible(s)
Vendeur : PBShop.store US, Wood Dale, IL, Etats-Unis
PAP. Etat : New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. N° de réf. du vendeur L0-9789355516961
Quantité disponible : Plus de 20 disponibles
Vendeur : PBShop.store UK, Fairford, GLOS, Royaume-Uni
PAP. Etat : New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. N° de réf. du vendeur L0-9789355516961
Quantité disponible : Plus de 20 disponibles
Vendeur : GreatBookPrices, Columbia, MD, Etats-Unis
Etat : New. N° de réf. du vendeur 47220992-n
Quantité disponible : Plus de 20 disponibles
Vendeur : GreatBookPrices, Columbia, MD, Etats-Unis
Etat : As New. Unread book in perfect condition. N° de réf. du vendeur 47220992
Quantité disponible : Plus de 20 disponibles
Vendeur : GreatBookPricesUK, Woodford Green, Royaume-Uni
Etat : New. N° de réf. du vendeur 47220992-n
Quantité disponible : Plus de 20 disponibles