Items related to Practical Computer Vision Applications Using Deep Learning...

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

  • 3.75 out of 5 stars
    8 ratings by Goodreads
 
9781484241660: Practical Computer Vision Applications Using Deep Learning with CNNs: With Detailed Examples in Python Using TensorFlow and Kivy

Synopsis

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.

"synopsis" may belong to another edition of this title.

About the Author

Ahmed Fawzy Gad is a teaching assistant at the Faculty of Computers and Information (FCI), Menoufia University, Egypt. He has done his MSc in Computer Science. Ahmed is interested in deep learning, machine learning, computer vision, and Python. He aims to add value to the data science community by sharing his writings and tutorials. He is the author of the book "Practical Computer Vision Applications Using Deep Learning with CNN's" published by Apress. 



From the Back Cover

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 fully connected networks. 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 application and make the pre-trained models accessible over the Internet using Flask. 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. 

You will:
  • 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

"About this title" may belong to another edition of this title.

  • PublisherApress
  • Publication date2018
  • ISBN 10 1484241665
  • ISBN 13 9781484241660
  • BindingPaperback
  • LanguageEnglish
  • Edition number1
  • Number of pages427
  • Rating
    • 3.75 out of 5 stars
      8 ratings by Goodreads

Buy Used

Condition: Good
Connecting readers with great books...
View this item

US$ 3.75 shipping within U.S.A.

Destination, rates & speeds

Other Popular Editions of the Same Title

9781484246757: Practical Computer Vision Applications Using Deep Learning with CNNs: With Detailed Examples in Python Using TensorFlow and Kivy

Featured Edition

ISBN 10:  1484246756 ISBN 13:  9781484246757
Publisher: Apress, 2019
Softcover

Search results for Practical Computer Vision Applications Using Deep Learning...

International Edition
International Edition

Gad
Published by Apress, 2018
ISBN 10: 1484241665 ISBN 13: 9781484241660
New Softcover
International Edition

Seller: Romtrade Corp., STERLING HEIGHTS, MI, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Brand New. Soft Cover International Edition. Different ISBN and Cover Image. Priced lower than the standard editions which is usually intended to make them more affordable for students abroad. The core content of the book is generally the same as the standard edition. The country selling restrictions may be printed on the book but is no problem for the self-use. This Item maybe shipped from US or any other country as we have multiple locations worldwide. Seller Inventory # ABNR-210121

Contact seller

Buy New

US$ 36.83
Convert currency
Shipping: FREE
Within U.S.A.
Destination, rates & speeds

Quantity: 2 available

Add to basket

Stock Image

Gad, Ahmed Fawzy
Published by Apress, 2018
ISBN 10: 1484241665 ISBN 13: 9781484241660
Used paperback

Seller: HPB-Red, Dallas, TX, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

paperback. Condition: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_427564643

Contact seller

Buy Used

US$ 62.50
Convert currency
Shipping: US$ 3.75
Within U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Seller Image

Gad, Ahmed Fawzy
Published by Apress, 2018
ISBN 10: 1484241665 ISBN 13: 9781484241660
New Softcover

Seller: GreatBookPrices, Columbia, MD, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # 33810125-n

Contact seller

Buy New

US$ 87.20
Convert currency
Shipping: US$ 2.64
Within U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Gad, Ahmed Fawzy
Published by Apress, 2018
ISBN 10: 1484241665 ISBN 13: 9781484241660
New Softcover

Seller: Lucky's Textbooks, Dallas, TX, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # ABLIING23Mar2716030152059

Contact seller

Buy New

US$ 85.86
Convert currency
Shipping: US$ 3.99
Within U.S.A.
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Seller Image

Gad, Ahmed Fawzy
Published by Apress, 2018
ISBN 10: 1484241665 ISBN 13: 9781484241660
Used Softcover

Seller: GreatBookPrices, Columbia, MD, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: As New. Unread book in perfect condition. Seller Inventory # 33810125

Contact seller

Buy Used

US$ 89.36
Convert currency
Shipping: US$ 2.64
Within U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Gad, Ahmed Fawzy
Published by Apress 2018-12, 2018
ISBN 10: 1484241665 ISBN 13: 9781484241660
New PF

Seller: Chiron Media, Wallingford, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

PF. Condition: New. Seller Inventory # 6666-IUK-9781484241660

Contact seller

Buy New

US$ 78.50
Convert currency
Shipping: US$ 20.97
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: 10 available

Add to basket

Stock Image

Gad, Ahmed Fawzy
Published by Apress, 2018
ISBN 10: 1484241665 ISBN 13: 9781484241660
New Softcover

Seller: Ria Christie Collections, Uxbridge, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. In. Seller Inventory # ria9781484241660_new

Contact seller

Buy New

US$ 85.37
Convert currency
Shipping: US$ 16.22
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Seller Image

Gad, Ahmed Fawzy
Published by Apress, 2018
ISBN 10: 1484241665 ISBN 13: 9781484241660
New Softcover

Seller: GreatBookPricesUK, Woodford Green, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # 33810125-n

Contact seller

Buy New

US$ 81.95
Convert currency
Shipping: US$ 20.31
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: 3 available

Add to basket

Seller Image

Gad, Ahmed Fawzy
Published by Apress, 2018
ISBN 10: 1484241665 ISBN 13: 9781484241660
Used Softcover

Seller: GreatBookPricesUK, Woodford Green, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: As New. Unread book in perfect condition. Seller Inventory # 33810125

Contact seller

Buy Used

US$ 92.85
Convert currency
Shipping: US$ 20.31
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: 3 available

Add to basket

Stock Image

Ahmed Fawzy Gad
Published by APress, 2018
ISBN 10: 1484241665 ISBN 13: 9781484241660
New Paperback / softback
Print on Demand

Seller: THE SAINT BOOKSTORE, Southport, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback / softback. Condition: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 879. Seller Inventory # C9781484241660

Contact seller

Buy New

US$ 98.67
Convert currency
Shipping: US$ 21.04
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

There are 5 more copies of this book

View all search results for this book