Python+OpenCV+Windows

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Revision as of 20:37, 12 February 2016 by Lvosandi (talk | contribs)
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What do you need?


  • Python 2.7 (I recommend THIS) => because it has many packages preinstalled.
  • OpenCV 2.4.11 (You can get this from here)
  • Windows (tested on Windows10, probably works elsewhere)

What do I do now?


  • Install all the .EXE files ( this version of python takes long time compared to the original one, make some coffee meanwhile)
  • Navigate to these folders -> opencv\build\python\2.7(select your OS folder ( x64 for 64bit, x86 for 32bit)) & WinPython-64bit-2.7.10.3\python-2.7.10.amd64
  • CTRL + C (or COPY) the file called cv2.pyd
  • Paste the file into folders DLLs and Lib\site-packages


How do I set up PyCharm to use my new Interpreter?


  • Open PyCharm and create new project
  • Select File->Settings->Project->Project Interpreter-> GEAR ICON -> Add Local -> Navigate to Winpython\python\python.exe and select it


How do test if everything works?

  • Copy following code:
import cv2
import sys

cascPath = sys.argv[1]
faceCascade = cv2.CascadeClassifier(cascPath)

video_capture = cv2.VideoCapture(0)

while True:
    # Capture frame-by-frame
    ret, frame = video_capture.read()

    gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)

    faces = faceCascade.detectMultiScale(
        gray,
        scaleFactor=1.1,
        minNeighbors=5,
        minSize=(30, 30),
        flags=cv2.cv.CV_HAAR_SCALE_IMAGE
    )

    # Draw a rectangle around the faces
    for (x, y, w, h) in faces:
        cv2.rectangle(frame, (x, y), (x+w, y+h), (0, 255, 0), 2)

    # Display the resulting frame
    cv2.imshow('Video', frame)

    if cv2.waitKey(1) & 0xFF == ord('q'):
        break

# When everything is done, release the capture
video_capture.release()
cv2.destroyAllWindows()


  • Get the face recognition featureset:
wget https://raw.githubusercontent.com/shantnu/Webcam-Face-Detect/master/haarcascade_frontalface_default.xml
  • Copy this into the same folder of your new project
  • Change this line of your code to direct towards XML file
cascPath = LinkToFile.xml
  • For example in my case it is:
cascPath = "face.xml"