July 2020
Intermediate to advanced
568 pages
9h 51m
English
book
The Computer Vision Workshop
by Hafsa Asad, Vishwesh Ravi Shrimali, Nikhil Singh, Richmond Alake, Tim Hoolihan, Harshil Jain, Geetank Raipuria, Shovon Sengupta, Sanchit Singh
Overview
Dive into the intriguing world of computer vision with 'The Computer Vision Workshop'. This comprehensive guide takes you from the basics of image processing all the way to advanced techniques like object detection and 3D visualization. Empower your AI projects by mastering OpenCV and Python in a practical, hands-on manner.
What this Book will help me do
- Acquire expertise in using OpenCV for accessing and manipulating image pixels in various formats such as BGR and grayscale.
- Master the creation and interpretation of histograms for detailed analysis of image content.
- Understand and implement shape analysis, object detection, and recognition through contour processing.
- Enhance your video analysis skills with techniques like object tracking using OpenCV trackers.
- Apply face recognition techniques effectively in both image and video contexts.
Author(s)
Hafsa Asad, Vishwesh Ravi Shrimali, and Nikhil Singh are seasoned professionals in the fields of computer vision and artificial intelligence. With extensive industry experience and a passion for AI education, they bring together their expertise to create a resource that helps readers gain practical knowledge through real-world scenarios. Their approach blends clarity with hands-on activity to maximize learning.
Who is it for?
This book is ideal for researchers, developers, and data scientists aspiring to harness the power of computer vision to automate diverse tasks. If you have a basic understanding of Python and deep learning, this book will enable you to build robust solutions for contemporary challenges in AI. Whether you're looking to expand your skill set or dive deeper into machine vision, this guide is for you.
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.