Intel® Distribution of OpenVINO™ Toolkit
Community assistance about the Intel® Distribution of OpenVINO™ toolkit, OpenCV, and all aspects of computer vision-related on Intel® platforms.

Increase speed of TrackerMIL

nit29sin
Beginner
723 Views
How to increase the speed of tracking an object using TrackerMIL. It takes a very large amount of time to track an object using TrackerMIL frame by frame. Is there any way to make it a bit faster?
0 Kudos
2 Replies
Hairul_Intel
Moderator
699 Views

Hi nit29sin,

Thank you for reaching out to us.

 

For your information, TrackerMIL was designed as a robust solution in object tracking. As such, it has relatively low speed in tracking but is more robust to noise and shows fairly good accuracy.

 

Reducing the resolution of the video source might help in speeding up the tracking process but this will result in loss of details and as such may fail the tracking.

 

For more information regarding TrackerMIL you can refer to the OpenCV Documentation and CVAT Documentation.

 

 

Regards,

Hairul


0 Kudos
Hairul_Intel
Moderator
669 Views

Hi nit29sin,

This thread will no longer be monitored since we have provided a solution. If you need any additional information from Intel, please submit a new question.

 

 

Regards,

Hairul


0 Kudos
Reply