amaruvl/the-computer-vision-workshop

The Computer Vision Workshop

This is the repository for The Computer Vision Workshop, published by Packt. It contains all the supporting project files necessary to work through the course from start to finish.

Requirements and Setup

To get started with the project files, you'll need to:

1. Install Jupyter on Windows, Mac, Linux
2. Install Anaconda on Windows, Mac, Linux

About The Computer Vision Workshop

With The Computer Vision Workshop, you'll explore the basic and advanced techniques in video and image processing using OpenCV and Python. It is filled with real-world exercises and activities that will make the learning process easy and enjoyable.

What you will learn

• Access and manipulate pixels in OpenCV using BGR and grayscale images
• Create histograms to better understand image content
• Use contours for shape analysis, object detection, and recognition
• Track objects in videos using a variety of trackers available in OpenCV
• Discover how to apply face recognition tasks using computer vision techniques
• Visualize 3D objects in point clouds and polygon meshes using Open3D

Related Workshops

If you've found this repository useful, you might want to check out some of our other workshop titles:

• The Machine Learning Workshop
• The Applied AI and Natural Language Processing Workshop
• The Deep Learning Workshop