https://github.com/labex-labs/quick-start-with-opencv

[Quick Start with OpenCV] This repository collects 14 of programming scenarios (labs and challenges) for Quick Start with OpenCV. In this course, you will learn the basics of OpenCV. You will learn how to read, write, and display images and videos. You will also learn how to draw different shapes...
https://github.com/labex-labs/quick-start-with-opencv

List: quick-start-with-opencv

awesome awesome-list challenges course education hands-on labex labs matplotlib numpy opencv programming

Last synced: 5 days ago
JSON representation

[Quick Start with OpenCV] This repository collects 14 of programming scenarios (labs and challenges) for Quick Start with OpenCV. In this course, you will learn the basics of OpenCV. You will learn how to read, write, and display images and videos. You will also learn how to draw different shapes...

• Host: GitHub
• URL: https://github.com/labex-labs/quick-start-with-opencv
• Owner: labex-labs
• Created: 2024-05-22T07:14:38.000Z (6 months ago)
• Default Branch: master
• Last Pushed: 2024-08-01T01:27:24.000Z (4 months ago)
• Last Synced: 2024-08-02T04:23:03.923Z (4 months ago)
• Topics: awesome, awesome-list, challenges, course, education, hands-on, labex, labs, matplotlib, numpy, opencv, programming
• Homepage: https://labex.io/skilltrees/ml
• Size: 6.84 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Quick Start with OpenCV

[![Quick Start with OpenCV](https://cover-creator.appbot.io/quick-start-with-opencv.png)](https://labex.io/courses/quick-start-with-opencv)

[![Start-Learning](https://img.shields.io/badge/Start-Learning-whitesmoke?style=for-the-badge)](https://labex.io/courses/quick-start-with-opencv)

In this course, you will learn the basics of OpenCV. You will learn how to read, write, and display images and videos. You will also learn how to draw different shapes on images and videos.

![Matplotlib](https://img.shields.io/badge/Matplotlib-whitesmoke?style=for-the-badge&logo=matplotlib)

![NumPy](https://img.shields.io/badge/NumPy-whitesmoke?style=for-the-badge&logo=numpy)

![OpenCV](https://img.shields.io/badge/OpenCV-whitesmoke?style=for-the-badge&logo=opencv)

## Environment

LabEx is an interactive, hands-on learning platform dedicated to coding and technology. It combines labs, AI assistance, and virtual machines to provide a no-video, practical learning experience.

![](https://tutorial-screenshot.getvm.io/images/vm-1725247253.png)

- A strict “Learn by Doing” approach with exclusive hands-on labs and no videos.

- Interactive online environments within the browser, with automated step-by-step checks.

- A structured content organization with the Skill Tree based learning system.

- A growing learning resource of 30 Skill Trees and over 6,000 Labs.

- The AI learning assistant Labby, built on ChatGPT, providing a conversational learning experience.

Learn more about [LabEx VM](https://support.labex.io/using-labex/virtual-machine).

## Exercises

|   Index | Name                                              | Difficulty   | Practice                                                                                                                         |

|---------|---------------------------------------------------|--------------|----------------------------------------------------------------------------------------------------------------------------------|

|      01 | 📖 Getting Started with Images                     | ★☆☆          | Start Lab                       |

|      02 | 📖 Basic Operations on Image                       | ★☆☆          | Start Lab                        |

|      03 | 📖 Getting Started with Videos                     | ★☆☆          | Start Lab                      |

|      04 | 🎯 Image Histogram Statistics                      | ★☆☆          | Start Challenge                 |

|      05 | 🎯 Find Image Edges by Gradients                   | ★★☆          | Start Challenge                  |

|      06 | 🎯 Visualizing Image Object Detection Annotations  | ★☆☆          | Start Challenge |

|      07 | 📖 Arithmetic Operations on Images                 | ★☆☆          | Start Lab                  |

|      08 | 📖 Lab Working with Color Spaces                   | ★☆☆          | Start Lab                    |

|      09 | 🎯 Play Images with Color Spaces                   | ★☆☆          | Start Challenge                    |

|      10 | 🎯 Template Matching and Drawing Results           | ★☆☆          | Start Challenge            |

|      11 | 🎯 Morphological Image Transformations with OpenCV | ★★☆          | Start Challenge  |

|      12 | 🎯 Lines and Circles Detection                     | ★☆☆          | Start Challenge                     |

|      13 | 🎯 Image Augmentation Class                        | ★☆☆          | Start Challenge                       |

|      14 | 🎯 Implementing OpenCV Edge Detection              | ★☆☆          | Start Challenge              |

## More

- 🔗 [Machine Learning Programming Courses](https://github.com/labex-labs/awesome-programming-courses)

- 🔗 [Machine Learning Programming Projects](https://github.com/labex-labs/awesome-programming-projects)

- 🔗 [Machine Learning Free Tutorials](https://github.com/labex-labs/ml-free-tutorials)