import cv2
import numpy as np
# Load the image
img = cv2.imread('your_image.jpg')
# Convert to grayscale
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
# Use ORB for feature detection and extraction
orb = cv2.ORB_create()
kp, des = orb.detectAndCompute(gray, None)
# Display the image with detected keypoints
cv2.imshow('Image', cv2.drawKeypoints(img, kp, None))
cv2.waitKey(0)
cv2.destroyAllWindows()
# des is your feature vector
print(des)
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