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object counting in python open cv

asked 2020-01-25 23:34:55 -0500

can anyone tell how to count number of bottle in this image ? image description

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can you take a look at the faq, please, and try to improve your question ?

what have you tried, so far ?

berak gravatar imageberak ( 2020-01-26 03:16:41 -0500 )edit

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answered 2020-02-02 05:18:25 -0500

supra56 gravatar image

Here is code:

#!/usr/bin/python3.7.3
#OpenCV 4.2, Raspberry pi 3/3b/34b, Buster ver
#Date: 2nd February, 2020

import numpy as np
import cv2 as cv

import sys

def main():
    fn = 'bottles.png'

    src = cv.imread(fn)
    img = cv.cvtColor(src, cv.COLOR_BGR2GRAY)
    img = cv.medianBlur(img, 5)
    cimg = src.copy() # numpy function

    circles = cv.HoughCircles(img, cv.HOUGH_GRADIENT, 1, 10, np.array([]), 69, 21, 9, 26)

    counter = 0
    if circles is not None: # Check if circles have been found and only then iterate over these and add them to the image
        _a, b, _c = circles.shape
        for i in range(b):
            cv.circle(cimg, (circles[0][i][0], circles[0][i][1]), circles[0][i][2], (0, 0, 255), 2, cv.LINE_AA)
            cv.circle(cimg, (circles[0][i][0], circles[0][i][1]), 2, (0, 255, 0), 3, cv.LINE_AA)  # draw center of circle
            counter += 1

        print(f'counter ;', counter)
        cv.imshow("detected circles", cimg)

    cv.imshow("source", src)
    cv.waitKey(0)
    print('Done')


if __name__ == '__main__':
    main()
    cv.destroyAllWindows()

Output:

image description

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Asked: 2020-01-25 23:34:55 -0500

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Last updated: Feb 02