Learn OpenCV with Python by Examples: Implement Computer Vision Algorithms Provided by OpenCV with Python for Image Processing, Object Detection and M (Paperback or Softback)
Language: English
Published by James Chen 5/1/2023, 2023
- Softcover
- New
Seller: BargainBookStores, Grand Rapids, MI, U.S.A.BargainBookStores
AbeBooks seller since January 23, 2002
Condition: New
£ 24.72
Quantity: 5 available
Add to basketItem description from seller
Learn OpenCV with Python by Examples: Implement Computer Vision Algorithms Provided by OpenCV with Python for Image Processing, Object Detection and M.
Seller Inventory # BBS-9781738908431
- Title
- Learn OpenCV with Python by Examples: Implement Computer Vision Algorithms Provided by OpenCV with Python for Image Processing, Object Detection and M (Paperback or Softback)
- Author
- Chen, James
- Publisher
- James Chen 5/1/2023
- Publication year
- 2023
- Condition
- New
- Book Type
- Book
- Binding
- Paperback or Softback
- Language
- English
- ISBN 10
- 1738908437
- ISBN 13
- 9781738908431
- Edition
- 2nd Edition
- Item weight
- 0.93 pounds
Through a series of examples, the book covers a wide range of topics including image and video processing, feature detection, object detection and recognition, machine learning and deep neural networks. Each chapter includes detailed explanations of the concepts and techniques involved, as well as practical examples and code snippets that demonstrate how to implement them in Python. Throughout the book, readers will work through hands-on examples and projects, learning how to build image processing applications from scratch.
Whether you are a beginner or an experienced programmer, this book provides a valuable resource for learning computer vision with OpenCV and Python. The clear and concise writing style makes it easy for readers to follow along, and the numerous examples ensure that readers can practice and apply what they have learned. By the end of the book, readers will have a solid understanding of the fundamentals of computer vision and be able to build their own computer vision applications with confidence. This book is an excellent resource for anyone looking to learn computer vision and machine learning using the OpenCV library and Python programming language.
Table of Contents
1. Introduction 5
1.1 What Is Computer Vision and OpenCV 5
1.2 Target Audients of This Book 8
1.3 Source Codes for This Book 9
1.4 Hardware Requirements and Software Versions 10
1.5 How This Book Is Organized 11
2. Installation 13
2.1 Install on Windows 14
2.2 Install Python on Ubuntu 16
2.3 Configure PyCharm and Install OpenCV 18
3. OpenCV Basics 25
3.1 Load and Display Images 26
3.2 Load and Display Videos 30
3.3 Display Webcam 32
3.4 Image Fundamentals 35
3.5 Draw Shapes 42
3.6 Draw Texts 48
3.7 Draw an OpenCV-like Icon 50
4. User Interaction 52
4.1 Mouse Operations 53
4.2 Draw Circles with Mouse 56
4.3 Draw Polygon with Mouse 60
4.4 Crop an Image with Mouse 62
4.5 Input Values with Trackbars 64
5. Image Processing 70
5.1 Change Color Spaces 72
5.2 Resize, Crop and Rotate an Image 77
5.3 Adjust Contrast and Brightness of an Image 83
5.4 Adjust Hue, Saturation and Value 87
5.5 Blend Image 91
5.6 Bitwise Operation 94
5.7 Warp Image 101
5.8 Blur Image 107
5.9 Histogram 114
6. Object Detection 120
6.1 Canny Edge Detection 122
6.2 Dilation and Erosion 125
6.3 Shape Detection 129
6.4 Color Detection 139
6.5 Text Recognition with Tesseract 150
6.6 Human Detection 161
6.7 Face and Eye Detection 165
6.8 Remove Background 170
6.9 Blur Background 189
7. Machine Learning 196
7.1 K-Means Clustering 200
7.2 K-Nearest Neighbors 216
7.3 Support Vector Machine 237
7.4 Artificial Neural Network (ANN) 254
7.5 Convolutional Neural Network (CNN) 276
Index 305
References 308
About the Author 310
"Synopsis" may belong to another edition of this title.
BargainBookStores
Grand Rapids, MI, U.S.A.
AbeBooks seller since January 23, 2002
Shipping rates within U.S.A.
| Item | 4 to 10 business days | 4 to 9 business days |
|---|---|---|
| First item | £ 0.00 | £ 29.64 |
Payment methods
Store description
Save up to 90% on your favorite items at BargainBookStores.com! Our 20,000 square foot warehouse in Grand Rapids, Michigan is filled with hundreds of thousands of books and consumer goods, all at the lowest prices! We've been serving internet customers with great deals since 2001. All books ship from Grand Rapids, Michigan. 100% Customer Satisfaction Guaranteed We want to ensure your satisfaction. If you are dissatisfied with your purchase or shopping experience, we would like to hear from you. Please contact us by email: cs@bargainbookstores.com. Please be sure to include your contact information and order number. We do not charge a restocking fee for returns. Your Privacy BargainBookStores.com does not provide, sell or market customer information to other businesses or organizations.…
Specialty
Out of Print Books, Specializing in Academic and Professional Books, Bargain Books - Save Up to 90% Off Publisher's List Price!, Remainder Books, Store-Wide Range of New Books in all CategoriesSeller's business information
BargainBookStores
3423 Lousma Dr SE
Grand Rapids, MI U.S.A. 49548
Terms of sale
BargainBookStores guarantees 100% Customer Satisfaction. We ship worldwide and offer a variety of shipping methods to meet your needs. Please place your order directly via ABEBooks.com. We accept payment by MasterCard and Visa. For more information, contact us by email at cs@bargainbookstores.com. Full contact info is below:
BargainBookStores.com LLC
3423 Lousma Dr SE
Grand Rapids, MI 49548
Right of withdrawal
If you are a consumer you can withdraw from the contract in accordance with the following. Consumer means any natural person who is acting for purposes which are outside his trade, business, craft or profession.
Information regarding the right of withdrawal
Statutory right to withdraw
You have the right to withdraw from this contract within 14 days without giving any reason.
The withdrawal period will expire after 14 days from the day on which you acquire, or a third party other than the carrier and indicated by you acquires, physical possession of the last good or the last lot or piece.
To exercise the right of withdrawal, electronically fill in and submit a clear statement on our website, under "My Purchases" in "My Account". We will communicate to you an acknowledgement of receipt of such a withdrawal on a durable medium (e.g. by e-mail) without delay.
To meet the withdrawal deadline, it is sufficient for you to send your communication concerning your exercise of the right of withdrawal before the withdrawal period has expired.
Effects of withdrawal
If you withdraw from this contract, we will reimburse to you all payments received from you, including the costs of delivery (except for the supplementary costs arising if you chose a type of delivery other than the least expensive type of standard delivery offered by us).
We may make a deduction from the reimbursement for loss in value of any goods supplied, if the loss is the result of unnecessary handling by you.
We will make the reimbursement without undue delay, and not later than 14 days after the day on which we are informed about your decision to withdraw from this contract.
We will make the reimbursement using the same means of payment as you used for the initial transaction, unless you have expressly agreed otherwise; in any event, you will not incur any fees as a result of such reimbursement.
We may withhold reimbursement until we have received the goods back, or you have supplied evidence of having sent back the goods, whichever is the earliest.
You shall send back the goods or hand them over to BargainBookStores, Grand Rapids, Michigan, U.S.A., without undue delay and in any event not later than 14 days from the day on which you communicate your withdrawal from this contract to us. The deadline is met if you send back the goods before the period of 14 days has expired. You will have to bear the direct cost of returning the goods. You are only liable for any diminished value of the goods resulting from the handling other than what is necessary to establish the nature, characteristics and functioning of the goods.
Exceptions to the right of withdrawal
The right of withdrawal does not apply to:
- The delivery of newspapers, journals or magazines with the exception of subscription contracts; and
- The supply of digital content which is not supplied on a tangible medium (e.g. on a CD or DVD) if you accepted when you placed your order that we could start to deliver it, and that you could not withdraw once delivery had started.
Shipping terms
We will ship to all domestic and most international destinations.
Please note: Shipping times are estimated and are not guaranteed by BargainBookStores.