update,

vinniesniper-54816/task1/_lab/objdetect/main.py

@@ -0,0 +1,27 @@
+import cv2
+import numpy as np
+
+# Load the image
+img = cv2.imread("beach.jpg")
+
+# Convert the image to grayscale
+gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
+
+# Detect corners using the Harris corner detector
+corners = cv2.goodFeaturesToTrack(gray, 100, 0.3, 10)
+
+# Calculate the feature vectors using the SIFT descriptor
+sift = cv2.xfeatures2d.SIFT_create()
+kp, des = sift.detectAndCompute(gray, None)
+
+# Match the feature vectors using the FLANN matcher
+matcher = cv2.DescriptorMatcher_create(cv2.DESCRIPTOR_MATCHER_FLANNBASED)
+matches = matcher.knnMatch(des, des, k=2)
+
+# Draw the matched keypoints
+cv2.drawMatches(img, kp, img, kp, matches, None, flags=cv2.DrawMatchesFlags_NOT_DRAW_SINGLE_POINTS)
+
+# Display the image
+cv2.imshow("Image", img)
+cv2.waitKey(0)
+cv2.destroyAllWindows()