December 12 2020

OpenCV 4 for Secret Agents: Use OpenCV 4 in secret projects to classify cats, reveal the unseen & react to rogue drivers, 2nd Ed

OpenCV 4 for Secret Agents: Use OpenCV 4 in secret projects to classify cats, reveal the unseen & react to rogue drivers, 2nd Ed
English | 2019 | ISBN-13 : 978-1789345360 | 336 Pages | True (PDF, EPUB, MOBI) + Code | 392.83 MB

OpenCV 4 is a collection of image processing functions and computer vision algorithms.

Turn futuristic ideas about computer vision and machine learning into demonstrations that are both functional and entertaining

Key Features

Build OpenCV 4 apps with Python 2 and 3 on desktops and Raspberry Pi, Java on Android, and C# in Unity

Detect, classify, recognize, and measure real-world objects in real-

Work with images from diverse sources, including the web, research datasets, and various cameras

Book Description

It is open source, supports many programming languages and platforms, and is fast enough for many real- 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 ee. 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 ee 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.

What you will learn

Detect motion and recognize gestures to control a smartphone game

Detect car headlights and estimate their distance

Detect and recognize human and cat faces to trigger an alarm

Amplify motion in a real- video to show heartbeats and breaths

Make a physics simulation that detects shapes in a real-world drawing

Build OpenCV 4 projects in Python 3 for desktops and Raspberry Pi

Develop OpenCV 4 Android applications in Android Studio and Unity

Who this book is for

If you are an experienced software developer who is new to computer vision or machine learning, and wants to study these topics through creative projects, then this book is for you. The book will also help existing OpenCV users who want upgrade their projects to OpenCV 4 and new versions of other libraries, languages, tools, and operating systems. General familiarity with object-oriented programming, application development, and usage of operating systems (OS), developer tools, and the command line is required.

Table of Contents

Preparing for the Mission

Searching for Luxury Accommodations Worldwide

Training a Smart Alarm to Recognize the Villain and His Cat

Controlling a Phone App with Your Suave Gestures

Equipping Your Car with a Rearview Camera and Hazard Detection

Creating a Physics Simulation Based on a Pen and Paper Sketch

Seeing a Heartbeat with a Motion-Amplifying Camera

Stopping and Seeing like a Bee



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