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What is this code do: "gray = cv2.cvtColor(prev_frame, cv2.COLOR_BGR2GRAY)
prev_gray = cv2.GaussianBlur(prev_gray, (19, 19), 0)
# Find keypoints and descriptors in the first frame
prev_keypoints, prev_descriptors = detector.detectAndCompute(prev_gray, None)
# Merge close keypoints in the first frame
prev_keypoints = merge_close_points(prev_keypoints)
# Assign ID to each keypoint in the first frame
for kp in prev_keypoints:
tracked_points.append((kp, assign_id()))
while cap.isOpened():
ret, frame = cap.read()
if not ret:
break
# Convert frame to grayscale
gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
# Find keypoints in the current frame
keypoints = detector.detect(gray, None)
# Merge close keypoints in the current frame
keypoints = merge_close_points(keypoints)
# Match keypoints between frames
matches = []
for kp in keypoints:
for prev_kp, prev_id in tracked_points:
if distance(kp.pt, prev_kp.pt) < DIST_THRE
SHOLD:
matches.append((kp, prev_id))
break
# Update tracked points with matches and assign IDs to unmatched keypoints
new_tracked_points = []
for kp, prev_id in matches:
new_tracked_points.append((kp, prev_id))
for kp in keypoints:
if kp not in [match[0] for match in matches]:
new_tracked_points.append((kp, assign_id()))
# Limit the number of tracked points to 200
tracked_points = new_tracked_points[-MAX_POINTS:]
# Draw tracked points and IDs on the frame
frame_with_points = frame.copy()
for kp, kp_id in tracked_points:
# Draw the point
cv2.circle(frame_with_points, (int(kp.pt[0]), int(kp.pt[1])), 5, (0, 255, 0), -1)
# Draw the ID number next to the point
cv2.putText(frame_with_points, str(kp_id), (int(kp.pt[0]) + 10, int(kp.pt[1]) + 10), cv2.FONT_HERSHEY_SIMPLEX, 0.5, (0, 0, 255), 1, cv2.LINE_AA)
# Display the result
cv2.imshow('Fr
ame', frame_with_points)
if cv2.waitKey(25) & 0xFF == ord('q'):
break
cap.release()
cv2.destroyAllWindows()"Editor is loading...
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