Book Image

OpenCV 4 for Secret Agents - Second Edition

By : Joseph Howse
Book Image

OpenCV 4 for Secret Agents - Second Edition

By: Joseph Howse

Overview of this book

OpenCV 4 is a collection of image processing functions and computer vision algorithms. It is open source, supports many programming languages and platforms, and is fast enough for many real-time applications. With this handy library, you’ll be able to build a variety of impressive gadgets. OpenCV 4 for Secret Agents features a broad selection of projects based on computer vision, machine learning, and several application frameworks. To enable you to build apps for diverse desktop systems and Raspberry Pi, the book supports multiple Python versions, from 2.7 to 3.7. For Android app development, the book also supports Java in Android Studio, and C# in the Unity game engine. Taking inspiration from the world of James Bond, this book will add a touch of adventure and computer vision to your daily routine. You’ll be able to protect your home and car with intelligent camera systems that analyze obstacles, people, and even cats. In addition to this, you’ll also learn how to train a search engine to praise or criticize the images that it finds, and build a mobile app that speaks to you and responds to your body language. By the end of this book, you will be equipped with the knowledge you need to advance your skills as an app developer and a computer vision specialist.
Table of Contents (16 chapters)
Free Chapter
1
Section 1: The Briefing
4
Section 2: The Chase
9
Section 3: The Big Reveal
12
Making WxUtils.py Compatible with Raspberry Pi
13
Learning More about Feature Detection in OpenCV
14
Running with Snakes (or, First Steps with Python)

Understanding Haar cascades and LBPH

"Cookie Monster: Hey, you know what? A round cookie with one bite out of it looks like a C. A round donut with one bite out of it also looks like a C! But it is not as good as a cookie. Oh, and the moon sometimes looks like a C! But you can't eat that."
– "C is for Cookie," Sesame Street

Think about cloud-watching. If you lie on the ground and look up at the clouds, maybe you imagine that one cloud is shaped like a mound of mashed potatoes on a plate. If you board an airplane and fly to this cloud, you will still see some resemblance between the cloud's surface and the fluffy, lumpy texture of hearty mashed potatoes. However, if you could slice off a piece of cloud and examine it under a microscope, you might see ice crystals that...