使用 OpenCV 退出代码 -1073741819 (0xC0000005)

Question

I am trying a really simple OpenCV example in Python, which completely fails to work for me:

import cv2
import matplotlib.pyplot as plt

if __name__ == '__main__':
    img1 = plt.imread('../data/input/frame000013.png')
    img2 = plt.imread('../data/input/frame000014.png')
    img1_gray = cv2.cvtColor(img1, cv2.COLOR_BGR2GRAY)
    sift = cv2.SIFT()
    print(sift)
    kp = sift.detect(img1_gray, None)
    print(kp)

If I try to run it with PyCharm, I get the following error:

Process finished with exit code -1073741819 (0xC0000005)

If I try to execute it through the terminal, it just does not seem to get past kp = sift.detect(img1_gray, None) line and does not really get to second print statement, without providing any error notification whatsoever.

I use: Windows 10, Python 3.8, opencv-python & opencv-contrib-python 4.4.0.44.

Answer 1

If you look at the documentation , it should be SIFT_create() .

sift = cv2.SIFT_create()
print(sift)
kp = sift.detect(img1_gray, None)

But, why are you reading images with plt.imread ?

The reason I'm asking, you are converting to the gray-scale using BGR2GRAY . But plt.imread returns image as RGB format. Therefore, if you are going to use plt.imread :

import cv2
import numpy as np
import matplotlib.pyplot as plt


def rgb2gray(rgb):
    return np.dot(rgb[..., :3], [0.2989, 0.5870, 0.1140]).astype(np.uint8)


if __name__ == '__main__':
    img1 = plt.imread('../data/input/frame000013.png')
    img2 = plt.imread('../data/input/frame000014.png')
    img1_gray = rgb2gray(img1)
    sift = cv2.SIFT_create()
    print(sift)
    kp = sift.detect(img1_gray, None)
    print(kp)

or if you choose cv2.imread :

import cv2
import matplotlib.pyplot as plt

if __name__ == '__main__':
    img1 = cv2.imread('../data/input/frame000013.png')
    img2 = cv2.imread('../data/input/frame000014.png')
    img1_gray = cv2.cvtColor(img1, cv2.COLOR_BGR2GRAY)
    sift = cv2.SIFT_create()
    print(sift)
    kp = sift.detect(img1_gray, None)
    print(kp)