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Title: GitHub - lgxgizh/OpenCV-Python-Tutorial: 📖 OpenCV-Python image processing tutorial for beginners · GitHub

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Description: 📖 OpenCV-Python image processing tutorial for beginners - lgxgizh/OpenCV-Python-Tutorial

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28 Commitshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/commits/master/
https://github.com/lgxgizh/OpenCV-Python-Tutorial/commits/master/
01-Introduction-and-Installationhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/01-Introduction-and-Installation
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04-Basic-Operationshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/04-Basic-Operations
05-Changing-Colorspaceshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/05-Changing-Colorspaces
05-Changing-Colorspaceshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/05-Changing-Colorspaces
06-Image-Thresholdinghttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/06-Image-Thresholding
06-Image-Thresholdinghttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/06-Image-Thresholding
07-Image-Geometric-Transformationhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/07-Image-Geometric-Transformation
07-Image-Geometric-Transformationhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/07-Image-Geometric-Transformation
08-Drawing-Functionhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/08-Drawing-Function
08-Drawing-Functionhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/08-Drawing-Function
09-Image-Blendinghttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/09-Image-Blending
09-Image-Blendinghttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/09-Image-Blending
10-Smoothing-Imageshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/10-Smoothing-Images
10-Smoothing-Imageshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/10-Smoothing-Images
11-Edge-Detectionhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/11-Edge-Detection
11-Edge-Detectionhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/11-Edge-Detection
12-Erode-and-Dilatehttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/12-Erode-and-Dilate
12-Erode-and-Dilatehttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/12-Erode-and-Dilate
13-Contourshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/13-Contours
13-Contourshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/13-Contours
14-Contour-Featureshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/14-Contour-Features
14-Contour-Featureshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/14-Contour-Features
15-Histogramshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/15-Histograms
15-Histogramshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/15-Histograms
16-Template-Matchinghttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/16-Template-Matching
16-Template-Matchinghttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/16-Template-Matching
17-Hough-Transformhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/17-Hough-Transform
17-Hough-Transformhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/17-Hough-Transform
Challenge-01-Draw-Dynamic-Clockhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Challenge-01-Draw-Dynamic-Clock
Challenge-01-Draw-Dynamic-Clockhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Challenge-01-Draw-Dynamic-Clock
Challenge-02-Create-GUI-with-PyQt5https://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Challenge-02-Create-GUI-with-PyQt5
Challenge-02-Create-GUI-with-PyQt5https://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Challenge-02-Create-GUI-with-PyQt5
Challenge-03-Lane-Road-Detectionhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Challenge-03-Lane-Road-Detection
Challenge-03-Lane-Road-Detectionhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Challenge-03-Lane-Road-Detection
Extra-01-Code-Optimizationhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-01-Code-Optimization
Extra-01-Code-Optimizationhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-01-Code-Optimization
Extra-02-High-Quality-Save-and-Matplotlibhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-02-High-Quality-Save-and-Matplotlib
Extra-02-High-Quality-Save-and-Matplotlibhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-02-High-Quality-Save-and-Matplotlib
Extra-03-Trackbarhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-03-Trackbar
Extra-03-Trackbarhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-03-Trackbar
Extra-04-Otsu-Thresholdinghttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-04-Otsu-Thresholding
Extra-04-Otsu-Thresholdinghttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-04-Otsu-Thresholding
Extra-05-Warpaffine-Warpperspectivehttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-05-Warpaffine-Warpperspective
Extra-05-Warpaffine-Warpperspectivehttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-05-Warpaffine-Warpperspective
Extra-06-Drawing-with-Mousehttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-06-Drawing-with-Mouse
Extra-06-Drawing-with-Mousehttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-06-Drawing-with-Mouse
Extra-07-Contrast-and-Brightnesshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-07-Contrast-and-Brightness
Extra-07-Contrast-and-Brightnesshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-07-Contrast-and-Brightness
Extra-08-Padding-and-Convolutionhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-08-Padding-and-Convolution
Extra-08-Padding-and-Convolutionhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-08-Padding-and-Convolution
Extra-09-Image-Gradientshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-09-Image-Gradients
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Extra-10-Contours-Hierarchyhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-10-Contours-Hierarchy
Extra-10-Contours-Hierarchyhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-10-Contours-Hierarchy
Extra-11-Convex-Hullhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/tree/master/Extra-11-Convex-Hull
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READMEhttps://github.com/lgxgizh/OpenCV-Python-Tutorial
https://github.com/lgxgizh/OpenCV-Python-Tutorial#opencv-python-tutorial-for-beginners
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http://codec.wanghttp://codec.wang
Bloghttp://codec.wang/opencv-python
OpenCV-Python 3.x旧版教程https://github.com/CodecWang/OpenCV-Python-Tutorial/tree/3.x
https://github.com/lgxgizh/OpenCV-Python-Tutorial#bookcontent
https://github.com/lgxgizh/OpenCV-Python-Tutorial#boom入门篇
简介与安装Introduction and Installationhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/01-Introduction-and-Installation
番外篇: 代码性能优化Code Optimizationhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/Extra-01-Code-Optimization
基本元素: 图片Basic Element: Imagehttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/02-Basic-Element-Image
番外篇: 无损保存和Matplotlib使用High Quality Save and Matplotlibhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/Extra-02-High-Quality-Save-and-Matplotlib
打开摄像头Open Camerahttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/03-Open-Camera
番外篇: 滑动条Trackbarhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/Extra-03-Trackbar
图像基本操作Basic Operationshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/04-Basic-Operations
颜色空间转换Changing Colorspaceshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/05-Changing-Colorspaces
阈值分割Image Thresholdinghttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/06-Image-Thresholding
番外篇: Otsu阈值法Otsu Thresholdinghttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/Extra-04-Otsu-Thresholding
图像几何变换Image Geometric Transformationhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/07-Image-Geometric-Transformation
番外篇: 仿射变换与透视变换Warpaffine Warpperspectivehttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/Extra-05-Warpaffine-Warpperspective
绘图功能Drawing Functionhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/08-Drawing-Function
番外篇: 鼠标绘图Drawing with Mousehttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/Extra-06-Drawing-with-Mouse
挑战篇: 画动态时钟Draw Dynamic Clockhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/Challenge-01-Draw-Dynamic-Clock
挑战篇: PyQt5编写GUI界面Create GUI with PyQt5https://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/Challenge-02-Create-GUI-with-PyQt5
https://github.com/lgxgizh/OpenCV-Python-Tutorial#fire基础篇
图像混合Image Blendinghttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/09-Image-Blending
番外篇: 亮度与对比度Contrast and Brightnesshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/Extra-07-Contrast-and-Brightness
平滑图像Smoothing Imageshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/10-Smoothing-Images
番外篇: 卷积基础-图片边框Padding and Convolutionhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/Extra-08-Padding-and-Convolution
边缘检测Edge Detectionhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/11-Edge-Detection
番外篇: 图像梯度Image Gradientshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/Extra-09-Image-Gradients
腐蚀与膨胀Erode and Dilatehttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/12-Erode-and-Dilate
轮廓Contourshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/13-Contours
番外篇: 轮廓层级Contours Hierarchyhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/Extra-10-Contours-Hierarchy
轮廓特征Contour Featureshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/14-Contour-Features
番外篇: 凸包及更多轮廓特征Convex Hullhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/Extra-11-Convex-Hull
直方图Histogramshttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/15-Histograms
模板匹配https://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/16-Template-Matching
霍夫变换Hough Transformhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/17-Hough-Transform
挑战任务: 车道检测Lane Road Detectionhttps://github.com/lgxgizh/OpenCV-Python-Tutorial/blob/master/Challenge-03-Lane-Road-Detection
codec.wang/opencv-pythonhttp://codec.wang/opencv-python
Readme https://github.com/lgxgizh/OpenCV-Python-Tutorial#readme-ov-file
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