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)

Adapting the Lazy Eyes app to make Sunbaker

As we discussed at the start of this chapter, Sunbaker is a variant of Lazy Eyes with support for more cameras. As a starting point, make a copy of the completed LazyEyes.py script from Chapter 7, Seeing a Heartbeat with a Motion-Amplifying Camera, and rename it Sunbaker.py. The supported cameras in Sunbaker will vary depending on the modules that are available at runtime.

Add the following try/except block after the other import statements in Sunbaker.py:

try:
import PySpinCapture
except ImportError:
PySpinCapture = None

The preceding block of code tries to import our PySpinCapture module, which contains our getNumCameras function and our PySpinCapture class. The PySpinCapture module, in turn, imports the PySpin module, as we saw earlier in this chapter in the Capturing images from industrial cameras using PySpin section. If the...