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[Opencv-python] Image feature extraction and description in OpenCV part V (i)

='chessboard.jpg'img=cv2.imread (filename) Gray=Cv2.cvtcolor (Img,cv2. Color_bgr2gray) Gray=Np.float32 (gray) DST= Cv2.cornerharris (gray,2,3,0.04)#result is dilated-marking the corners, not importantDST =cv2.dilate (Dst,none)#Threshold for a optimal value, it may vary depending on the image.Img[dst>0.01*dst.max ()]=[0,0,255]cv2.imshow ('DST', IMG)ifCv2.waitkey (0) 0xff = = 27: Cv2.destroyallwindows ()The results are as follows:    30.2 sub-pixel acc

[Opencv-python] Image processing part IV (ii) in OpenCV

? Imagine the derivative of a black-to-white boundary as an integer, whereas a white-to-black boundary point derivative is negative. If the depth of the original image is np.int8, all negative values will be truncated to 0, in other words, the boundary is dropped. So if you want to detect both of these boundaries, the best way is to set the output data type higher, such as CV2. Cv_16s,cv2. cv_64f and so on. Take the absolute value and then turn it back to Cv2. cv_8u. The following example shows

OpenCV Study Notes (62)--"OpenCV computer Version with Python" Reading summary

Now Python fire Ah, each OPENCV comes with the ML module let me call the pit Dad, simply ready to use Python to do OPENCV later machine learning algorithm processing. So hurriedly picked up the book to read.Suitable for OpenCV and Python

Using Python and OpenCV libraries to convert URLs to OpenCV formats

This article mainly introduces how to use Python and OpenCV libraries to convert URLs into OpenCV formats. at the same time, NumPy and urllib are used. For more information, see Today's blog is directly from my own tool library. In the past few months, some PyImageSearch readers emailed me: "How to get the image pointed to by the URL and convert it to

Ways to convert URLs to OPENCV format using Python and OPENCV libraries

Today's blog is a direct source of my own personal tool function library. In the past few months, some Pyimagesearch readers emailed me: "How to get a picture that the URL points to and convert it to OPENCV format (without having to write it to disk and then read back)". In this article I will show you how to implement this function. In addition, we will also see how to use Scikit-image to download an image from a URL. Of course the road ahead will al

Ways to convert URLs to OPENCV format using Python and OPENCV libraries _python

Today's blog is directly derived from my own personal tool library. Over the past few months, some pyimagesearch readers have emailed me: "How do I get the picture that the URL points to and convert it to the OPENCV format without having to write it to disk and then read back?" In this article I will show you how to implement this function. Additional, we will also see how to use Scikit-image to download an image from the URL. Of course there will b

[Opencv-python] Image processing Part IV (IV.) in OpenCV

example, when we look for a boundary that is a straight line. Do you use all the dots in the line to represent the line? No, we just need the two ends of the line. This is CV2. Chain_approx_simple to do. It removes the redundant points on the contour, compresses the contours, and saves memory overhead. We use the rectangle in the to demonstrate this technique. Draws a blue circle on each coordinate in the contour list. The first figure shows the use of CV2. The effect of Chain_approx_none, alto

Example of extracting the image contour with python-opencv under noisy conditions, python-opencv Contour

Example of extracting the image contour with python-opencv under noisy conditions, python-opencv Contour A good method is introduced for extracting the outlines of general images. However, for noisy images, the target objects cannot be captured well. For example, for my mouse, the extracted contour is not good because

OpenCV learning in Python 01 -- install OpenCV and pythonopencv in Linux

OpenCV learning in Python 01 -- install OpenCV and pythonopencv in Linux 1. OpenCV Overview OpenCV is a cross-platform computer vision library that runs on Windows, Linux, MacOS, and other operating systems. OpenCV provides interf

. NET + OpenCV & Python + OpenCV configuration

Recently need to do a GUI application for image recognition, weighed opencv+ 1) qt,2) Python gui,3). NET is selected after the. Net ...This paper gives the corresponding reference of C#+OPENCV and PYTHON+OPENCV, saving everyone time.(a) c#.net + OPENCV1) Download and install

OpenCV learning notes () -- OpenCV Computer Version with Python reading abstract, pythonopencv

OpenCV learning notes () -- OpenCV Computer Version with Python reading abstract, pythonopencv Now, python is quite popular. Every time the ml module of OpenCV comes, I am calling myself, so I simply want to use python for process

Python-opencv extracts the contour of an image when there is noise, and python-opencv outlines

Python-opencv extracts the contour of an image when there is noise, and python-opencv outlines For general image contour extraction, this blog introduces a good method, but for noisy images, the target object cannot be captured well. For example, for my mouse, the extracted contour is not good because of the noise: So

OpenCV from getting started to giving up (1) virtual machine ubuntu16.04+ python installation OpenCV

Download the Linux version of the OPENCV compression pack on the OPENCV official website (http://opencv.org/). Then select the OpenCV download folder, enter in the Terminal: CD (compressed package address); Unzip the downloaded fileUnzip Opencv-3.2.0.zipEnter the opencv-3.2.

[Opencv + python in ubuntu] install opencv in ubuntu

[Opencv + python in ubuntu] install opencv in ubuntu This article will introduce how to install opencv 2.4.10 in ubuntu 14.04. I know that it is not easy to get started. It is better to teach people to fish than to teach them to fish. I hope I can help some friends. Prepare a stable system, select a source with good co

PYTHON-OPENCV Study (i): OPENCV structure

Reprint Please specify source: Danscarlett's Blog ParkOpenCV is the most widely used open source toolkit in the field of computer vision, based on C + +, supports Linux/windows/macos/android/ios, and provides interfaces to languages such as Python,matlab and Java. 2010 OPENCV released the 2.0 version, added a very complete C + + interface, from 2.0 onwards the version of the very user is very large, is stil

"Python+opencv learning" first, Gui Features in OPENCV (1) Read and save pictures __python

First of all, thank De Lihui Teacher Translation finishing of the "Opencv-python Chinese course", this document is really good, for OpenCV beginners, help is very large, can let beginners quick start. Recommend two OPENCV learning sites: (1) http://docs.opencv.org/2.4/index.html This site can query the use of

[Opencv-python] OpenCV part IX Object detection part X in computational photography

face and eye detector.First we need to load the required XML classifier. The input image or video is then loaded in grayscale format.Import NumPy as NP Import = Cv2. Cascadeclassifier ('haarcascade_frontalface_default.xml'= Cv2. Cascadeclassifier ('haarcascade_eye.xml'= cv2.imread (' Sachin.jpg'= Cv2.cvtcolor (img, Cv2. Color_bgr2gray)Now we detect the face in the image. If a face is detected, it returns the rectangle where the face is locatedRegion Rect (X,Y,W,H). Once we have this position,

[Opencv-python] Gui in OpenCV (v) video

') or Cv2.cv.FOURCC (* ' MJPG ').The following code captures the video from the camera, rotates each frame horizontally and saves it.ImportNumPy as NPImportCv2cap=Cv2. Videocapture (0)#Define The codec and create Videowriter objectFOURCC = Cv2. VIDEOWRITER_FOURCC (*'XVID') out= Cv2. Videowriter ('Output.avi', FourCC, 20.0, (640,480)) while(cap.isopened ()): RET, Frame=Cap.read ()ifret==True:frame=Cv2.flip (frame,0)#write the flipped frameOut.write (frame) cv2.imshow ('Frame', frame)ifCv2.waitke

Python uses OpenCV to open a picture's OpenCV Error:assertion failed solution __python

#OpenImg. py From numpy Import * import cv2 win_name = ' mypicture ' #窗口名称 #cv2. Window_normal: The window can be resized manually Cv2.namedwindow (Win_name, Cv2. Window_normal) img = cv2.imread (' mypicture.jpg ', 1) # 0 Black-and-White Picture: 1 Color picture cv2.imshow (Win_name, img) #显示图片 Cv2.waitkey (0) cv2.destroyallwindows () #销毁创建的对象 Above for my Python code to open a picture with OpenCV

Detect barcodes on images with Python and OpenCV

Use Python and OpenCV to detect barcodes on a pictureThe purpose of this blog post is to use computer vision and image processing techniques to demonstrate a basic implementation of barcode detection. The algorithm I implemented was essentially based on the problem on StackOverflow, and after I browsed through the code, I provided some updates and improvements to the original algorithm.The first thing to no

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