Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

A Guide to Convolutional Neural Networks for Computer Vision

A Guide to Convolutional Neural Networks for Computer Vision

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031006937
Condition
New
Product Description

Computer vision has become increasingly important and effective in recent years due to its wide-ranging applications in areas as diverse as smart surveillance and monitoring, health and medicine, sports and recreation, robotics, drones, and self-driving cars. Visual recognition tasks, such as image classification, localization, and detection, are the core building blocks of many of these applications, and recent developments in Convolutional Neural Networks (CNNs) have led to outstanding performance in these state-of-the-art visual recognition tasks and systems. As a result, CNNs now form the crux of deep learning algorithms in computer vision. This self-contained guide will benefit those who seek to both understand the theory behind CNNs and to gain hands-on experience on the application of CNNs in computer vision. It provides a comprehensive introduction to CNNs starting with the essential concepts behind neural networks: training, regularization, and optimization of CNNs.The book also discusses a wide range of loss functions, network layers, and popular CNN architectures, reviews the different techniques for the evaluation of CNNs, and presents some popular CNN tools and libraries that are commonly used in computer vision. Further, this text describes and discusses case studies that are related to the application of CNN in computer vision, including image classification, object detection, semantic segmentation, scene understanding, and image generation. This book is ideal for undergraduate and graduate students, as no prior background knowledge in the field is required to follow the material, as well as new researchers, developers, engineers, and practitioners who are interested in gaining a quick understanding of CNN models.

Available Colors
Available Sizes
1 Offer Price Range: $54.99 - $54.99
BEST PRICE

Single Product Purchase

$54.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$54.99 $54.99

$54.99
See Site In stock Visit Store

Similar Products

Biology of the Arthropod Cuticle

$84.99

School Memories

$169.99

Jews and Gentiles in the Early Jesus Movement

$109.99

Design for Equality and Justice

$99.00

In The Night Kitchen (Hardcover)

$17.99

Operative Anatomy of the Heart

$249.99

Transgenics in Dispute

$109.00

Neue Wege der bayerischen Landesgeschichte

$29.99

Assessment of Hydrogen Energy for Sustainable Development

$169.00

The Kepler Problem

$109.99

Hobbes's Creativity

$129.99

Nuclear Medicine Textbook

$149.00

Politicizing Gender and Democracy in the Context of the Istanbul Convention

$79.99

Carbon for Sensing Devices

$84.99

Wandlungskompetenz von Fhrungskrften

$69.99

Software Engineering and Management: Theory and Application

$179.99

Colloidal Crystals of Spheres and Cubes in Real and Reciprocal Space

$109.99

Open Data in Southeast Asia

$54.99

Principles of Practical Tectonic Analysis of Cratonic Regions

$39.99

Bone Metastasis and Molecular Mechanisms

$169.99

Atlas Geld und Wertpapiere

$59.99

Agro-Environmental Sustainability

$84.99

Conformal Geometry and Quasiregular Mappings

$54.99

Reforming the Common Agricultural Policy

$54.99

Worlding Dance

$84.99

Knowledge-Based Software Engineering

$84.99

Strategie des General-Management

$44.99

Grundlagen und Beispiele Interpretativer Unterrichtsforschung

$49.99

Seismic Surface Waves in a Laterally Inhomogeneous Earth

$39.99

The Paper Kingdom

$6.71

Advances in Optimization and Numerical Analysis

$109.99

Artificial Life and Intelligent Agents

$54.99

Diagnosis and Fault-Tolerant Control

$129.99

Recent Developments in High-Speed Transport

$199.99

Sozialstrukturanalyse in einer fortgeschrittenen Gesellschaft

$44.99

The Social Construction of Death

$89.99

The Art of Software Thermal Management for Embedded Systems

$109.99

Air Instrument Surgery

$84.99

Gynkologie und Geburtshilfe 1994

$44.99

NonV2-Verben im Deutschen

$74.99