I'm working on a people counter system and i'm getting the coordinate of each blob detected through the following code:
contours, hierarchy = cv2.findContours(thresh, cv2.RETR_TREE,cv2.CHAIN_APPROX_NONE)
try: hierarchy = hierarchy[0]
except: hierarchy = []
for contour, hier in zip(contours, hierarchy):
(x,y),radius = cv2.minEnclosingCircle(contour)
center = (int(x),int(y))
radius = int(radius)
if radius>3:
cv2.circle(frame,center,1,(0,255,0),-1)
if x>400 and x<450:
if (abs(prev_x-x))>25:
cv2.circle(frame,center,1,(0,255,0),-1)
j=j+1
prev_x=x
Now the coordinates from the rectangle i'm getting isn't smooth. Moreover the centre of circle i'm getting is'nt stable. Can anyone please suggest a better solution at getting the coordinates of each blob/contour smmothly which is not prone to noise and is stable? Mine is moving too waywardly and the moving of centres arent linear.
If there's a different algorithm available then please do suggest.
Thanks.
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