background subtraction detects movement
#main.py
import numpy as np
import cv2
cap = cv2.VideoCapture("assets/live cam.mp4")
background_subtract = cv2.createBackgroundSubtractorMOG2()
while True:
ret, frame = cap.read()
width = int(cap.get(3))
height = int(cap.get(4))
mask = background_subtract.apply(frame)
cv2.imshow('frame', frame)
cv2.imshow('background subtract', mask)
if cv2.waitKey(1) == ord('q'):
break
if cv2.waitKey(1) == ord('p'):
# wait until any key is pressed
cv2.waitKey(-1)
cap.release()
cv2.destroyAllWindows()
reference:
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