Programming Computer Vision with Python

Download free course Programming Computer Vision with Python, pdf file on 300 pages by Jan Erik Solem.

If you want a basic understanding of computer vision's underlying theory and algorithms, this hands-on introduction is the ideal place to start. You'll learn techniques for object recognition, 3D reconstruction, stereo imaging, augmented reality, and other computer vision applications as you follow clear examples written in 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 :	PDF
Downloads:	62
Created:	2022-02-03
License:	CC BY-NC-ND
Author(s):	Jan Erik Solem

Others programming Tutorials

Learn Programming

OOP - Learn Object Oriented Thinking and Programming

Programming Persistent Memory

Programming Languages: Application and Interpretation

Java 3D Programming

Others related eBooks about Programming Computer Vision with Python

Annotated Algorithms in Python: with Applications in Physics, Biology, and Finance

This book is assembled from lectures given by the author over a period of 10 years at the School of Computing of DePaul University. The lectures cover multiple classes, including Analysis and Design of Algorithms, Scientific Computing, Monte Carlo Simulations, and Parallel Algorithms. These lectur...

COBOL Programming

Download COBOL tutorial in PDF,a free training courses under 236 pages to learn the basics of COBOL language...

TypeScript eBook for professionals

Download free TypeScript tutorial course in PDF, training file in 30 chapters and 97 pages. Free unaffiliated ebook created from Stack OverFlow contributor....

Basic OOP in Java

This tutorial you will learn the basics of Object-Oriented Programming in Java including class ,methods ,construcstors with some examples....

Java, Java, Java

Download free course Java, Java, Java, pdf file on 856 pages by Ralph Morelli, Ralph Walde....

Graph Algorithms

Download free course Graph Algorithms, pdf file on 257 pages by Mark Needham, Amy Hodler....

Application Security in .NET Succinctly

Download free course Application Security in .NET Succinctly, pdf file on 103 pages by by Stan Drapkin....

Assemblers And Loaders

Download free course Assemblers And Loaders, pdf file on 299 pages by by David Salomon....

Python for Everybody: Exploring Data in Python 3

Python for Everybody is designed to introduce students to programming and software development through the lens of exploring data. You can think of the Python programming language as your tool to solve data problems that are b...

Introduction to C and GUI Programming

The popular C programming language is used for a huge range of applications, from the tiny microcontrollers used in toasters and watches up to complete operating systems....