Building Computer Vision Applications Using Artificial Neural Networks : With Examples in OpenCV and TensorFlow with Python

Shamshad Ansari

ISBN 10: 1484298659 / ISBN 13: 9781484298657

Verlag: Apress, Apress, 2023

Beschreibung

nach der Bestellung gedruckt Neuware - Printed after ordering - Computer vision is constantly evolving, and this book has been updated to reflect new topics that have emerged in the field since the first edition's publication. All code used in the book has also been fully updated.This second edition features new material covering image manipulation practices, image segmentation, feature extraction, and object identification using real-life scenarios to help reinforce each concept. These topics are essential for building advanced computer vision applications, and you'll gain a thorough understanding of them. The book's source code has been updated from TensorFlow 1.x to 2.x, and includes step-by-step examples using both OpenCV and TensorFlow with Python. Upon completing this book, you'll have the knowledge and skills to build your own computer vision applications using neural networksWhat You Will LearnUnderstand image processing, manipulation techniques, and feature extractionmethodsWork with convolutional neural networks (CNN), single-shot detector (SSD), and YOLOUtilize large scale model development and cloud infrastructure deploymentGain an overview of FaceNet neural network architecture and develop a facial recognition systemWho This Book Is ForThose who possess a solid understanding of Python programming and wish to gain an understanding of computer vision and machine learning. It will prove beneficial to data scientists, deep learning experts, and students. Bestandsnummer des Verkäufers 9781484298657

Bibliografische Details

Titel: Building Computer Vision Applications Using ...

Verlag: Apress, Apress

Erscheinungsdatum: 2023

Einband: Taschenbuch

Zustand: Neu

Auflage: 2. Auflage