when I run my python code
import numpy as np
import cv2
import matplotlib.pyplot as plt
img1 = cv2.imread('/home/shar/home.jpg',0) # queryImage
img2 = cv2.imread('/home/shar/home2.jpg',0) # trainImage
# Initiate SIFT detector
orb = cv2.ORB()
# find the keypoints and descriptors with SIFT
kp1, des1 = orb.detectAndCompute(img1,None)
kp2, des2 = orb.detectAndCompute(img2,None)
# create BFMatcher object
bf = cv2.BFMatcher(cv2.NORM_HAMMING, crossCheck=True)
# Match descriptors.
matches = bf.match(des1,des2)
# Sort them in the order of their distance.
matches = sorted(matches, key = lambda x:x.distance)
# Draw first 10 matches.
img3 = cv2.drawMatches(img1,kp1,img2,kp2,matches[:10], flags=2)
plt.imshow(img3),plt.show()
I get this error:
AttributeError: 'module' object has no attribute 'ORB'
I am using python3 and opencv3
I found this also. I checked the actual contents of the cv2
module and found ORB_create()
rather than ORB()
Use the line
orb = cv2.ORB_create()
instead of orb = cv2.ORB()
and it will work.
Verified on Python 3.4, OpenCV 3 on Windows, using the OpenCV test data set box.png
and box_in_scene.png
with the following results. Note you have to put in None
for outImg
in the line img3 = cv2.drawMatches(img1,kp1,img2,kp2,matches[:10], flags=2)
also - see my answer to your other question.