December 2018
Intermediate to advanced
182 pages
4h 21m
English
Overview
Dive into practical Computer Vision applications with this in-depth guide to implementing machine learning techniques using Python. This book walks you through building six detailed projects that solve real-world Computer Vision problems, equipping you with the skills to develop systems utilizing OpenCV, Python, TensorFlow, and more.
What this Book will help me do
- Learn to set up your Python environment with Anaconda for Computer Vision development.
- Create image classifiers and detectors with TensorFlow and OpenCV.
- Apply advanced techniques such as pose estimation and text recognition on real-world datasets.
- Gain proficiency with libraries like Dlib, scikit-learn, and Tesseract for image manipulation tasks.
- Develop end-to-end Computer Vision projects from idea to implementation.
Author(s)
None Rever is an expert in Computer Vision and machine learning, having worked in the field for over a decade. With a strong foundation in Python and widely-used libraries like TensorFlow and OpenCV, they specialize in practical implementations of advanced concepts. Their purpose is to convey complex technology in an approachable and actionable way.
Who is it for?
This book is perfect for Python programmers and machine learning enthusiasts looking to dive into Computer Vision. Beginners with basic Python knowledge will find the projects engaging and insightful, while intermediates and experts can refine their skills. It's a practical guide designed to educate and inspire developers at various stages of their learning journey.
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.