Search icon
Subscription
0
Cart icon
Close icon
You have no products in your basket yet
Arrow left icon
All Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Newsletters
Free Learning
Arrow right icon
Hands-On Computer Vision with Detectron2

You're reading from  Hands-On Computer Vision with Detectron2

Product type Book
Published in Apr 2023
Publisher Packt
ISBN-13 9781800561625
Pages 318 pages
Edition 1st Edition
Languages
Author (1):
Van Vung Pham Van Vung Pham
Profile icon Van Vung Pham

Table of Contents (20) Chapters

Preface 1. Part 1: Introduction to Detectron2
2. Chapter 1: An Introduction to Detectron2 and Computer Vision Tasks 3. Chapter 2: Developing Computer Vision Applications Using Existing Detectron2 Models 4. Part 2: Developing Custom Object Detection Models
5. Chapter 3: Data Preparation for Object Detection Applications 6. Chapter 4: The Architecture of the Object Detection Model in Detectron2 7. Chapter 5: Training Custom Object Detection Models 8. Chapter 6: Inspecting Training Results and Fine-Tuning Detectron2’s Solvers 9. Chapter 7: Fine-Tuning Object Detection Models 10. Chapter 8: Image Data Augmentation Techniques 11. Chapter 9: Applying Train-Time and Test-Time Image Augmentations 12. Part 3: Developing a Custom Detectron2 Model for Instance Segmentation Tasks
13. Chapter 10: Training Instance Segmentation Models 14. Chapter 11: Fine-Tuning Instance Segmentation Models 15. Part 4: Deploying Detectron2 Models into Production
16. Chapter 12: Deploying Detectron2 Models into Server Environments 17. Chapter 13: Deploying Detectron2 Models into Browsers and Mobile Environments 18. Index 19. Other Books You May Enjoy

Conventions used

There are a number of text conventions used throughout this book.

Code in text: Indicates code words in text, database table names, folder names, filenames, file extensions, pathnames, dummy URLs, user input, and Twitter handles. Here is an example: “Mount the downloaded WebStorm-10*.dmg disk image file as another disk in your system.”

A block of code is set as follows:

html, body, #map {
 height: 100%;
 margin: 0;
 padding: 0
}

When we wish to draw your attention to a particular part of a code block, the relevant lines or items are set in bold:

[default]
exten => s,1,Dial(Zap/1|30)
exten => s,2,Voicemail(u100)
exten => s,102,Voicemail(b100)
exten => i,1,Voicemail(s0)

Any command-line input or output is written as follows:

$ mkdir css
$ cd css

Bold: Indicates a new term, an important word, or words that you see onscreen. For instance, words in menus or dialog boxes appear in bold. Here is an example: “Select System info from the Administration panel.”

Tips or important notes

Appear like this.

lock icon The rest of the chapter is locked
Next Chapter arrow right
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $15.99/month. Cancel anytime}