You're reading from Artificial Intelligence with Python Your complete guide to building intelligent apps using Python 3.x

Product type Paperback

Published in Jan 2020

Publisher Packt

ISBN-13 9781839219535

Length 618 pages

Edition 2nd Edition

Languages

Python

Tools

TensorFlow

Concepts

Artificial Intelligence

Authors (2):

Prateek Joshi

Alberto Artasanchez

View More author details

Table of Contents (26) Chapters

Preface

1. Introduction to Artificial Intelligence

2. Fundamental Use Cases for Artificial Intelligence FREE CHAPTER

3. Machine Learning Pipelines

4. Feature Selection and Feature Engineering

5. Classification and Regression Using Supervised Learning

6. Predictive Analytics with Ensemble Learning

7. Detecting Patterns with Unsupervised Learning

8. Building Recommender Systems

9. Logic Programming

10. Heuristic Search Techniques

11. Genetic Algorithms and Genetic Programming

12. Artificial Intelligence on the Cloud

13. Building Games with Artificial Intelligence

14. Building a Speech Recognizer

15. Natural Language Processing

16. Chatbots

17. Sequential Data and Time Series Analysis

18. Image Recognition

19. Neural Networks

20. Deep Learning with Convolutional Neural Networks

21. Recurrent Neural Networks and Other Deep Learning Models

22. Creating Intelligent Agents with Reinforcement Learning

23. Artificial Intelligence and Big Data

24. Other Books You May Enjoy

25. Index

OpenCV

We will be using a package called OpenCV in this chapter. OpenCV (Open Source Computer Vision) as the name implies is an open source cross-platform Python package that can be used to enable real-time computer vision. The tool has its origins in Intel Labs.

OpenCV can be used in conjunction with TensorFlow, PyTorch, and Caffe.

Installation

We will be using a package called OpenCV in this chapter. You can learn more about it here: http://opencv.org. Make sure to install it before you proceed. Here are the links to install OpenCV 3 with Python 3 on various operating systems:

Windows:https://solarianprogrammer.com/2016/09/17/install-opencv-3-with-python-3-on-windows
Ubuntu:http://www.pyimagesearch.com/2015/07/20/install-opencv-3-0-and-python-3-4-on-ubuntu
Mac:http://www.pyimagesearch.com/2015/06/29/install-opencv-3-0-and-python-3-4-on-osx

Now that you have installed it, let's go to the next section where we'll discuss frame differencing...