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Learn Computer Vision Using OpenCV
- With Deep Learning CNNs and RNNs
Engelsk
Bogcover for Learn Computer Vision Using OpenCV af Sunila Gollapudi, 9781484242605
Specifikationer
Sprog:
Engelsk
Sider:
151
ISBN-13:
9781484242605
Indbinding:
Paperback
ISBN-10:
1484242602
Kategori:
Udg. Dato:
27 apr 2019
Størrelse i cm:
9,0 x 23,4 x 1,6
Forlag:
Oplagsdato:
27 apr 2019
Forfatter(e):

Learn Computer Vision Using OpenCV

- With Deep Learning CNNs and RNNs
Engelsk
Paperback 2019
Format:

Bog beskrivelse
Build practical applications of computer vision using the OpenCV library with Python. This book discusses different facets of computer vision such as image and object detection, tracking and motion analysis and their applications with examples. 

The author starts with an introduction to computer vision followed by setting up OpenCV from scratch using Python. The next section discusses specialized image processing and segmentation and how images are stored and processed by a computer. This involves pattern recognition and image tagging using the OpenCV library. Next, you''ll work with object detection, video storage and interpretation, and human detection using OpenCV. Tracking and motion is also discussed in detail. The book also discusses creating complex deep learning models with CNN and RNN. The author finally concludes with recent applications and trends in computer vision.

After reading this book, you will be able to understand and implement computer vision and its applications with OpenCV using Python. You will also be able to create deep learning models with CNN and RNN and understand how these cutting-edge deep learning architectures work.

What You Will Learn
  • Understand what computer vision is, and its overall application in intelligent automation systems
  • Discover the deep learning techniques required to build computer vision applications
  • Build complex computer vision applications using the latest techniques in OpenCV, Python, and NumPy
  • Create practical applications and implementations such as face detection and recognition, handwriting recognition, object detection, and tracking and motion analysis

Who This Book Is For
Those who have a basic understanding of machine learning and Python and are looking to learn computer vision and its applications. 


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Specifikationer
Sprog:
Engelsk
Sider:
151
ISBN-13:
9781484242605
Indbinding:
Paperback
ISBN-10:
1484242602
Kategori:
Udg. Dato:
27 apr 2019
Størrelse i cm:
9,0 x 23,4 x 1,6
Forlag:
Oplagsdato:
27 apr 2019
Forfatter(e):
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