OpenCV Course - Full Tutorial with Python - 入门课程

OpenCV Course - Full Tutorial with Python

https://www.youtube.com/watch?v=oXlwWbU8l2o

油管上有视频课程， 为 freeCodeCamp.org出品。 国内B站上也有同步视频。

由浅入深介绍了 基础 进阶 和 人脸识别内容。

 

Learn everything you need to know about OpenCV in this full course for beginners.

We'll start all the way from the very basics (reading images and video, image transformations, drawing on images) to the more advanced concepts (color spaces, edge detection, and thresholding). Towards the end, we'll be building a Deep Computer Vision model to detect between the characters in "The Simpsons".

⭐️ Code ⭐️
🔗Github link: https://github.com/jasmcaus/opencv-co...​
🔗Caer: https://github.com/jasmcaus/caer​

✏️ Course from Jason Dsouza. Check out his YouTube channel: https://www.youtube.com/jasmcaus​

⭐️ Course Contents ⭐️
⌨️ (0:00:00​) Introduction
⌨️ (0:01:07​) Installing OpenCV and Caer
Section #1 - Basics
⌨️ (0:04:12​) Reading Images & Video
⌨️ (0:12:57​) Resizing and Rescaling Frames
⌨️ (0:20:21​) Drawing Shapes & Putting Text
⌨️ (0:31:55​) 5 Essential Functions in OpenCV
⌨️ (0:44:13​) Image Transformations
⌨️ (0:57:06​) Contour Detection
Section #2 - Advanced
⌨️ (1:12:53​) Color Spaces
⌨️ (1:23:10​) Color Channels
⌨️ (1:31:03​) Blurring
⌨️ (1:44:27​) BITWISE operations
⌨️ (1:53:06​) Masking
⌨️ (2:01:43​) Histogram Computation
⌨️ (2:15:22​) Thresholding/Binarizing Images
⌨️ (2:26:27​) Edge Detection
Section #3 - Faces:
⌨️ (2:35:25​) Face Detection with Haar Cascades
⌨️ (2:49:05​) Face Recognition with OpenCV's built-in recognizer
Section #4 - Capstone
⌨️ (3:11:57​) Deep Computer Vision

 

视频中代码 -- on GITHUB

https://github.com/jasmcaus/opencv-course

可以方便的结合视频，运行查看效果。并添加打印加深理解。

Learn OpenCV in 4 Hours - Code used in my Python and OpenCV course on freeCodeCamp.