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

Landslide Dynamics: ISDR-ICL Landslide Interactive Teaching Tools

$249.99

Male Sterility and Motility Disorders

$39.99

Health Information Processing. Evaluation Track Papers

$64.99

Quality Circle und Lernstatt

$69.99

Current Topics in Microbiology and Immunology

$39.99

Advancements of Medical Electronics

$219.99

Social Informatics

$54.99

Recent Advances in Computational Optimization

$149.00

Numerical Techniques for Global Atmospheric Models

$109.99

Pattern Classification of Medical Images: Computer Aided Diagnosis

$109.99

Mittelstndische Unternehmen in Polen

$59.99

The Benzodiazepines

$54.99

Das Distale Radio-Ulnargelenk

$59.99

Constitutional Political Economy in a Public Choice Perspective

$169.99

Digitale Ungleichheit

$34.99

Contributions to Consumer Demand and Econometrics

$39.99

Emergent Science Readers: Baby Animals Learn

$3.71

Performing New German Realities

$119.99

Residue Reviews / Rckstands-Berichte

$54.99

Natural Killer T cells

$109.99

New Methods for Polymer Synthesis

$169.99

Subjective quality of life and social work

$99.99

Practical Apache Spark

$59.99

News Media Coverage of the Vice-Presidential Selection Process

$39.99

Legends & Lattes: A Novel of High Fantasy and Low Stakes by Travis Baldree

$17.99

Kostengnstig Entwickeln und Konstruieren

$109.00

Lettering Young Readers in the Dutch Enlightenment

$139.99

Banking in Transition

$109.99

Evolution in Computational Intelligence

$299.99

Probability Logics

$109.00

Cancer Stem Cells: New Horizons in Cancer Therapies

$109.99

Anisotropy Across Fields and Scales

$54.99

Kundenwert aus Kundensicht

$79.99

Holzbau

$34.99

Conceptual Change

$169.99

Reconstituting the State in Africa

$54.99

Der Luftverkehr und seine Subventionen

$54.99

A Primer on Electromagnetic Fields

$54.99

Artificial Intelligence in the Gulf

$149.00

Data-driven Multivalence in the Built Environment

$139.99