How to count number of dots in an image using python and Opencv?

Question

I want to count number of dots in an image. The image looks like

I referred to this SOF link count colored dots in image But this is for colored links , So anyone here can guide me over how to handle this and count black dots out of white back.

Answer 1

1. thredhold using THRESH_BINARY_INV flag, change to black-background-white-foreground.
2. findContours , filter the contours by area(calculated by contourArea )
3. You get it

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import cv2
gray = cv2.imread("dots.jpg", 0)

## threshold
th, threshed = cv2.threshold(gray, 100, 255,cv2.THRESH_BINARY_INV|cv2.THRESH_OTSU)

## findcontours
cnts = cv2.findContours(threshed, cv2.RETR_LIST, cv2.CHAIN_APPROX_SIMPLE)[-2]


## filter by area
s1= 3
s2 = 20
xcnts = []
for cnt in cnts:
    if s1<cv2.contourArea(cnt) <s2:
        xcnts.append(cnt)

print("Dots number: {}".format(len(xcnts)))
#Dots number: 23

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Answer 2

您指向的答案是将彩色图像转换为灰度图像，因此您应该对图像应用HoughCircles()并找出结果数组的长度。