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Created 4 years ago
import cv2
import numpy as np
import jovian
def ask_for_tracker():
print("Select tracker API")
print("Enter 0 for BOOSTING")
print("Enter 1 for MIL")
print("Enter 2 for KCF")
print("Enter 3 for TLD")
print("Enter 4 for MEDIANFLOW")
print("Enter 5 for GOTURN")
print("Enter 6 for MOSSE")
print("Enter 7 for CSRT")
choice = input("Please Select tracker...")
if choice == '0':
tracker = cv2.TrackerBoosting_create()
if choice == '1':
tracker = cv2.TrackerMIL_create()
if choice == '2':
tracker = cv2.TrackerKCF_create()
if choice == '3':
tracker = cv2.TrackerTLD_create()
if choice == '4':
tracker = cv2.TrackerMedianFlow_create()
if choice == '5':
tracker = cv2.TrackerGOTURN_create()
if choice == '6':
tracker = cv2.TrackerMOSSE_create()
if choice == '7':
tracker = cv2.TrackerCSRT_create()
return tracker
# Tracker
tracker = ask_for_tracker()
tracker_name = str(tracker).split()[0][1:]
# capture video
cap = cv2.VideoCapture('carvid1.mp4')
#First frame
ret, frame = cap.read()
#select roi
roi = cv2.selectROI(frame,False)
# initialize tracker
ret = tracker.init(frame,roi)
# loop
while True:
ret,frame = cap.read()
success,roi = tracker.update(frame)
(x,y,w,h) = tuple(map(int,roi))
if success:
pt1 = (x,y)
pt2 = (x+w,y+h)
cv2.rectangle(frame,
pt1,pt2,
(255,100,12),
2)
else:
cv2.putText(frame,
"Fail to track",
(59,69),
cv2.FONT_HERSHEY_SIMPLEX,1,
(0,0,250),2)
cv2.putText(frame,
tracker_name,
(20,400),
cv2.FONT_HERSHEY_SIMPLEX,1,
(25,125,255),2)
cv2.imshow(tracker_name,frame)
if cv2.waitKey(3) & 0xFF == 27 or ret == False:
break
cap.release()
cv2.destroyAllWindows()
jovian.commit()
[jovian] Attempting to save notebook..