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Practical Computer Vision Applications Using Deep Learning with CNNs: With Detailed Examples in Python Using TensorFlow and Kivy book cover by Ahmed Fawzy Gad
Paperback

Practical Computer Vision Applications Using Deep Learning with CNNs: With Detailed Examples in Python Using TensorFlow and Kivy

by Ahmed Fawzy Gad

$70.39 / copy at 25+ copies As low as $68.79 at 100+Your best volume price

Paperback · 405 pages Apress · 2018

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About the book

Practical Computer Vision Applications Using Deep Learning with CNNs

Deploy deep learning applications into production across multiple platforms. You will work on computer vision applications that use the convolutional neural network (CNN) deep learning model and Python. This book starts by explaining the traditional machine-learning pipeline, where you will analyze an image dataset. Along the way you will cover artificial neural networks (ANNs), building one from scratch in Python, before optimizing it using genetic algorithms. 

For automating the process, the book highlights the limitations of traditional hand-crafted features for computer vision and why the CNN deep-learning model is the state-of-art solution. CNNs are discussed from scratch to demonstrate how they are different and more efficient than the fully connected ANN (FCNN). You will implement a CNN in Python to give you a full understanding of the model.

After consolidating the basics, you will use TensorFlow to build a practical image-recognition model that you will deploy to a web server using Flask, making it accessible over the Internet. Using Kivy and NumPy, you will create cross-platform data science applications with low overheads.

This book will help you apply deep learning and computer vision concepts from scratch, step-by-step from conception to production. 


What You Will Learn 
  • Understand how ANNs and CNNs work 
  • Create computer vision applications and CNNs from scratch using Python
  • Follow a deep learning project from conception to production using TensorFlow
  • Use NumPy with Kivy to build cross-platform data science applications

Who This Book Is For
Data scientists, machine learning and deep learning engineers, software developers.



The book, Practical Computer Vision Applications Using Deep Learning with CNNs: With Detailed Examples in Python Using TensorFlow and Kivy [Bulk, Wholesale, Quantity] ISBN#9781484241660 in Paperback by Ahmed Fawzy Gad may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Apress
Author
Ahmed Fawzy Gad
Format
Paperback
Published
Dec 6, 2018
ISBN-13
9781484241660
Pages
405
Printing
Printed on demand
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Practical Computer Vision Applications Using Deep Learning with CNNs in bulk: pricing

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CopiesPrice per copyYou save
25 – 49 $70.39 12% off list
50 – 99 $69.59 13% off list
100+ $68.79 14% off list
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