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‎02-Basic-Element-Image/README.md

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# [OpenCV-Python教程02：基本元素-图片](http://ex2tron.wang/opencv-python-basic-element-image/)
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# [OpenCV-Python教程02：基本元素-图片](http://codec.wang/opencv-python-basic-element-image/)
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![](http://blog.codec.wang/cv2_image_coordinate_channels.jpg)
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‎03-Open-Camera/README.md

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# [OpenCV-Python教程03：打开摄像头](http://ex2tron.wang/opencv-python-open-camera/)
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# [OpenCV-Python教程03：打开摄像头](http://codec.wang/opencv-python-open-camera/)
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学习打开摄像头捕获照片、播放本地视频、录制视频等。<!-- more -->图片/视频等可到[源码处](#引用)下载。
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‎04-Basic-Operations/README.md

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# [OpenCV-Python教程04：图像基本操作](http://ex2tron.wang/opencv-python-basic-operations/)
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# [OpenCV-Python教程04：图像基本操作](http://codec.wang/opencv-python-basic-operations/)
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![](http://blog.codec.wang/cv2_lena_face_roi_crop.jpg)
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‎05-Changing-Colorspaces/README.md

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# [OpenCV-Python教程05：颜色空间转换](http://ex2tron.wang/opencv-python-changing-colorspaces/)
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# [OpenCV-Python教程05：颜色空间转换](http://codec.wang/opencv-python-changing-colorspaces/)
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![](http://blog.codec.wang/cv2_exercise_tracking_three_colors.jpg)
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‎06-Image-Thresholding/README.md

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# [OpenCV-Python教程06：阈值分割](http://ex2tron.wang/opencv-python-image-thresholding/)
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# [OpenCV-Python教程06：阈值分割](http://codec.wang/opencv-python-image-thresholding/)
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![](http://blog.codec.wang/cv2_threshold_binary_demo.jpg)
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‎07-Image-Geometric-Transformation/README.md

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# [OpenCV-Python教程07：图像几何变换](http://ex2tron.wang/opencv-python-image-geometric-transformation/)
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# [OpenCV-Python教程07：图像几何变换](http://codec.wang/opencv-python-image-geometric-transformation/)
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![](http://blog.codec.wang/cv2_perspective_transformations_inm.jpg)
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‎08-Drawing-Function/README.md

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# [OpenCV-Python教程08：绘图功能](http://ex2tron.wang/opencv-python-drawing-function/)
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# [OpenCV-Python教程08：绘图功能](http://codec.wang/opencv-python-drawing-function/)
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![](http://blog.codec.wang/cv2_drawing_functions.jpg)
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‎09-Image-Blending/README.md

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# [OpenCV-Python教程09：图像混合](http://ex2tron.wang/opencv-python-image-blending/)
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# [OpenCV-Python教程09：图像混合](http://codec.wang/opencv-python-image-blending/)
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![](http://blog.codec.wang/cv2_image_blending_6_4.jpg)
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‎10-Smoothing-Images/README.md

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# [OpenCV-Python教程10：平滑图像](http://ex2tron.wang/opencv-python-smoothing-images/)
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# [OpenCV-Python教程10：平滑图像](http://codec.wang/opencv-python-smoothing-images/)
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![](http://blog.codec.wang/cv2_bilateral_vs_gaussian.jpg)
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‎11-Edge-Detection/README.md

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# [OpenCV-Python教程11：边缘检测](http://ex2tron.wang/opencv-python-edge-detection/)
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# [OpenCV-Python教程11：边缘检测](http://codec.wang/opencv-python-edge-detection/)
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![](http://blog.codec.wang/cv2_canny_edge_detection_threshold.jpg)
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‎12-Erode-and-Dilate/README.md

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# [OpenCV-Python教程12：腐蚀与膨胀](http://ex2tron.wang/opencv-python-erode-and-dilate/)
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# [OpenCV-Python教程12：腐蚀与膨胀](http://codec.wang/opencv-python-erode-and-dilate/)
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![](http://blog.codec.wang/cv2_understand_morphological.jpg)
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‎13-Contours/README.md

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# [OpenCV-Python教程13：轮廓](http://ex2tron.wang/opencv-python-contours/)
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# [OpenCV-Python教程13：轮廓](http://codec.wang/opencv-python-contours/)
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![](http://blog.codec.wang/cv2_understand_contours.jpg)
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‎14-Contour-Features/README.md

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# [OpenCV-Python教程14：轮廓特征](http://ex2tron.wang/opencv-python-contour-features/)
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# [OpenCV-Python教程14：轮廓特征](http://codec.wang/opencv-python-contour-features/)
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![](http://blog.codec.wang/cv2_min_rect_rect_bounding.jpg)
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‎15-Histograms/README.md

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# [OpenCV-Python教程15：直方图](http://ex2tron.wang/opencv-python-histograms/)
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# [OpenCV-Python教程15：直方图](http://codec.wang/opencv-python-histograms/)
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![](http://blog.codec.wang/cv2_understand_histogram.jpg)
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‎16-Template-Matching/README.md

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# [OpenCV-Python教程16：模板匹配](http://ex2tron.wang/opencv-python-template-matching/)
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# [OpenCV-Python教程16：模板匹配](http://codec.wang/opencv-python-template-matching/)
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![](http://blog.codec.wang/cv2_understand_template_matching.jpg)
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‎17-Hough-Transform/README.md

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# [OpenCV-Python教程17：霍夫变换](http://ex2tron.wang/opencv-python-hough-transform/)
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# [OpenCV-Python教程17：霍夫变换](http://codec.wang/opencv-python-hough-transform/)
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![](http://blog.codec.wang/cv2_understand_hough_transform.jpg)
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‎Challenge-01-Draw-Dynamic-Clock/README.md

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# [OpenCV-Python教程挑战任务：画动态时钟](http://ex2tron.wang/opencv-python-clock-drawing/)
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# [OpenCV-Python教程挑战任务：画动态时钟](http://codec.wang/opencv-python-clock-drawing/)
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![](http://blog.codec.wang/cv2_draw_clock_dynamic_sample.gif)
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‎Challenge-02-Create-GUI-with-PyQt5/README.md

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# [OpenCV-Python教程拓展挑战：PyQt编写GUI界面](http://ex2tron.wang/opencv-python-using-pyqt5-create-gui/)
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# [OpenCV-Python教程拓展挑战：PyQt编写GUI界面](http://codec.wang/opencv-python-using-pyqt5-create-gui/)
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![](http://blog.codec.wang/cv2_pyqt_gui_sample.jpg)
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‎Challenge-03-Lane-Road-Detection/README.md

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# [OpenCV-Python教程挑战任务：车道检测](http://ex2tron.wang/opencv-python-lane-road-detection/)
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# [OpenCV-Python教程挑战任务：车道检测](http://codec.wang/opencv-python-lane-road-detection/)
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![](http://blog.codec.wang/cv2_lane_detection_result_sample.jpg)
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‎Extra-01-Code-Optimization/README.md

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# [OpenCV-Python教程番外篇1：代码性能优化](http://ex2tron.wang/opencv-python-extra-code-optimization/)
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# [OpenCV-Python教程番外篇1：代码性能优化](http://codec.wang/opencv-python-extra-code-optimization/)
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学习如何评估和优化代码性能。（本节还没更新完…………）<!-- more -->
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‎Extra-02-High-Quality-Save-and-Matplotlib/README.md

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# [OpenCV-Python教程番外篇2：无损保存和Matplotlib使用](http://ex2tron.wang/opencv-python-extra-high-quality-save-and-using-matplotlib/)
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# [OpenCV-Python教程番外篇2：无损保存和Matplotlib使用](http://codec.wang/opencv-python-extra-high-quality-save-and-using-matplotlib/)
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![](http://blog.codec.wang/cv2_matplotlib_show_gray_image.jpg)
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‎Extra-03-Trackbar/README.md

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# [OpenCV-Python教程番外篇3：滑动条](http://ex2tron.wang/opencv-python-extra-trackbar/)
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# [OpenCV-Python教程番外篇3：滑动条](http://codec.wang/opencv-python-extra-trackbar/)
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![](http://blog.codec.wang/cv2_track_bar_rgb.jpg)
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‎Extra-04-Otsu-Thresholding/README.md

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# [OpenCV-Python教程番外篇4：Otsu阈值法](http://ex2tron.wang/opencv-python-extra-otsu-thresholding/)
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# [OpenCV-Python教程番外篇4：Otsu阈值法](http://codec.wang/opencv-python-extra-otsu-thresholding/)
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![](http://blog.codec.wang/cv2_bimodal_image_two_peaks.jpg)
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‎Extra-05-Warpaffine-Warpperspective/README.md

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# [OpenCV-Python教程番外篇5：仿射变换与透视变换](http://ex2tron.wang/opencv-python-extra-warpaffine-warpperspective/)
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# [OpenCV-Python教程番外篇5：仿射变换与透视变换](http://codec.wang/opencv-python-extra-warpaffine-warpperspective/)
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![](http://blog.codec.wang/cv2_image_transformation_sample.jpg)
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‎Extra-06-Drawing-with-Mouse/README.md

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# [OpenCV-Python教程番外篇6：鼠标绘图](http://ex2tron.wang/opencv-python-extra-drawing-with-mouse/)
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# [OpenCV-Python教程番外篇6：鼠标绘图](http://codec.wang/opencv-python-extra-drawing-with-mouse/)
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![](http://blog.codec.wang/cv2_live_draw_rectangle.gif)
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‎Extra-07-Contrast-and-Brightness/README.md

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# [OpenCV-Python教程番外篇7：亮度与对比度](http://ex2tron.wang/opencv-python-extra-contrast-brightness/)
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# [OpenCV-Python教程番外篇7：亮度与对比度](http://codec.wang/opencv-python-extra-contrast-brightness/)
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![](http://blog.codec.wang/cv2_contrast_brightness.jpg)
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‎Extra-08-Padding-and-Convolution/README.md

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# [OpenCV-Python教程番外篇8：卷积基础(图片边框)](http://ex2tron.wang/opencv-python-extra-padding-and-convolution/)
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# [OpenCV-Python教程番外篇8：卷积基础(图片边框)](http://codec.wang/opencv-python-extra-padding-and-convolution/)
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![](http://blog.codec.wang/cv2_understand_padding.jpg)
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‎Extra-09-Image-Gradients/README.md

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# [OpenCV-Python教程番外篇9：图像梯度](http://ex2tron.wang/opencv-python-extra-image-gradients/)
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# [OpenCV-Python教程番外篇9：图像梯度](http://codec.wang/opencv-python-extra-image-gradients/)
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‎Extra-10-Contours-Hierarchy/README.md

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# [OpenCV-Python教程番外篇10：轮廓层级](http://ex2tron.wang/opencv-python-extra-contours-hierarchy/)
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# [OpenCV-Python教程番外篇10：轮廓层级](http://codec.wang/opencv-python-extra-contours-hierarchy/)
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![](http://blog.codec.wang/cv2_understand_hierarchy.jpg)
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‎Extra-11-Convex-Hull/README.md

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# [OpenCV-Python教程番外篇11：凸包及更多轮廓特征](http://ex2tron.wang/opencv-python-extra-convex-hull/)
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# [OpenCV-Python教程番外篇11：凸包及更多轮廓特征](http://codec.wang/opencv-python-extra-convex-hull/)
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![](http://blog.codec.wang/cv2_understand_convex.jpg)
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