Programming Computer Vision with Python
Programming Computer Vision with Python explains computer vision in broad terms that won't bog you down in theory. You get complete code samples with explanations on how to reproduce and build upon each example, along with exercises to help you apply what you've learned. This book is ideal for students, researchers, and enthusiasts with basic programming and standard mathematical skills.
- Learn techniques used in robot navigation, medical image analysis, and other computer vision applications
- Work with image mappings and transforms, such as texture warping and panorama creation
- Compute 3D reconstructions from several images of the same scene
- Organize images based on similarity or content, using clustering methods
- Build efficient image retrieval techniques to search for images based on visual content
- Use algorithms to classify image content and recognize objects
- Access the popular OpenCV library through a Python interface
Table of contents
- Basic Image Handling and Processing
- Local Image Descriptors
- Image to Image Mappings
- Camera Models and Augmented Reality
- Multiple View Geometry
- Clustering Images
- Searching Images
- Classifying Image Content
- Image Segmentation
- OpenCV
- Installing Packages
- Image Datasets
- Image Credits
| Pages : | 300 |
| Size : | 13.6 MB |
| File type : | |
| Downloads: | 88 |
| Created: | 2022-02-03 |
| License: | CC BY-NC-ND |
| Author(s): | Jan Erik Solem |
Warning: Trying to access array offset on false in /home/tutovnfz/public_html/article.php on line 233
Others programming Tutorials
Professor Frisby's Mostly Adequate Guide to Functional Programming
Others related eBooks about Programming Computer Vision with Python
Python Notes for ProfessionalsDownload free course Python Notes for Professionals, pdf file on 855 pages by Stack Overflow Community....
Making Games with Python & PygameMaking Games with Python & Pygame covers the Pygame library with the source code for 11 ga..., download free Game Development tutorial in PDF (365 pages) created by ....
C# Features SuccinctlyDownload free course C# Features Succinctly, pdf file on 77 pages by Dirk Strauss....
R language eBook for professionalsDownload free R language tutorial course in PDF, training file in 127 chapters and 475 pages. Free unaffiliated ebook created from Stack OverFlow contributor....
.NET MicroservicesDownload free course .NET Microservices, pdf file on 350 pages by Cesar de la Torre, Bill Wagner, Mike Rousos....
Raspberry Pi Beginner's GuideDownload free course Raspberry Pi Beginner's Guide, pdf file on 248 pages by Gareth Halfacree....
Perl and LWP - Fetching web pages, Parsing HTML, Writing Spiders, & MorePerl soared to popularity as a language for creating and managing web content, but with LWP (Library for WWW in Perl), Perl is equally adept at consuming information on the Web. LWP is a suite of modules for fetching and processing web pages. ...
Mobile Apps developement with Apache CordovaDownloaf a free Cordova course tutorial material for beginners to learn how to creat mobile application using this platfom, a PDF document by Hazem Saleh under 37 pages....
Reverse Engineering for BeginnersDownload free ebook about Reverse Engineering for Beginners. A PDF tutorial on 942 pages by Dennis Yurichev....
Elementary AlgorithmsThis is a free book about elementary algorithms and data structures. This book doesn't only focus on an imperative (or procedural) approach, but also includes purely functional algorithms and data structures. It doesn't require readers to master any programming languages, because all the algorit...