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Book Description

Learn how to teach a Single Board Computer like a Raspberry Pi to recognize individual faces, using the latest Machine Learning techniques.

Table of Contents

  1. Titlepage
  2. Copyright
  3. Introduction
  4. Chapter 1: Introduction to the Raspberry Pi
    1. Gear
    2. Setting Up
    3. Adding Software
    4. Setting Up the Camera
    5. Going Headless: Accessing Your Pi
  5. Chapter 2: Time-Lapse Imaging Viewed via the Web
    1. Capturing Time Sequences Automatically
    2. Make the Pi into a Web Server
    3. The Pi as a Remote WiFi Hotspot
    4. Cleaning and Archiving
    5. Animating a Time-Lapse GIF
  6. Chapter 3: Pi Motion Detection
    1. What Is Motion Detection?
    2. Hardware
    3. Set Up Motion Detection
    4. Testing motion with GUI
    5. Testing motion with the Command Line
    6. Customizing motion
    7. Streaming motion Remotely
    8. Going Headless
  7. Chapter 4: Machine Learning: Identifying People in Images
    1. Step 1: Quick Face Boxing
    2. A Little Image Theory
    3. Step 2: Training Your Camera
    4. Step 3: Identifying Whose Face You Found
    5. Triggering and Future Steps
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