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imho, your ranges are a bit off. it will definitely get better, if you add some pixel-testing code to your prog to test the actual hsv values, like:

def onmouse(k,x,y,s,p): global hsv if k==1: # left mouse, print pixel at x,y print hsv[y,x]

cv2.namedWindow("hsv") cv2.setMouseCallback("hsv",onmouse); cv2.imshow('hsv',hsv)

using your image above i get something like:

[ 83 218 237]

then, you can adjust your ranges, maybe to:

lower_green = np.array([75,200,200]) upper_green = np.array([85,255,255])

and get a beautiful mask:

imho, your ranges are a bit off. it will definitely get better, if you add some pixel-testing code to your prog to test the actual hsv values, like:

def onmouse(k,x,y,s,p):
global hsv
if k==1: # left mouse, print pixel at x,y
print hsv[y,x]
hsv[y,x]
  
cv2.namedWindow("hsv")
cv2.setMouseCallback("hsv",onmouse);
cv2.imshow('hsv',hsv)cv2.imshow('hsv',hsv)

lower_green = np.array([75,200,200])
upper_green = np.array([85,255,255])
np.array([85,255,255])