# Why tracking algorithms don't support GPUs?

**URL:** <https://forum.opencv.org/t/why-tracking-algorithms-dont-support-gpus/14912>\
**Category:** Python\
**Created:** [October 18, 2023, 10:51am UTC](https://forum.opencv.org/t/why-tracking-algorithms-dont-support-gpus/14912 "2023-10-18T10:51:34Z")\
**Posts on this page:** 3\
**Page:** 1

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**Author:** ![omrkurt99](https://avatars.discourse-cdn.com/v4/letter/o/e68b1a/32.png) [@omrkurt99](https://forum.opencv.org/u/omrkurt99)\
**Post date:** [October 18, 2023, 10:51am UTC](https://forum.opencv.org/t/why-tracking-algorithms-dont-support-gpus/14912/1 "2023-10-18T10:51:34Z")

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Hi,

I’m newbie about object tracking and I’ve been learning about this topic recently.

I have a hobby project that will run on the Nvidia Jetson Nano development board. So this board has GPU and I want to use it (actualIy bought it for this).

I’m currently using CSRT tracking algorithm for my project and actually I’m satisfied. But as a result of my research, this tracking algorithm does not support GPU which is in the opencv-contrib module. In fact, as far as I understand, it does not support any tracking algorithms in the opencv-contrib module.

But why? Are tracking algorithms that cannot be parallelized? What is the story behind this situation?

Thanks.

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**Author:** ![crackwitz](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.opencv.org/crackwitz/32/14_2.png) [@crackwitz](https://forum.opencv.org/u/crackwitz)\
**Post date:** [October 18, 2023, 11:30am UTC](https://forum.opencv.org/t/why-tracking-algorithms-dont-support-gpus/14912/2 "2023-10-18T11:30:20Z")

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at least half the “tracking” module is basically obsolete and unmaintained. most of these trackers are behind the times.

look into the `dnn` examples. there are trackers based on SiamRPN.

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**Author:** ![omrkurt99](https://avatars.discourse-cdn.com/v4/letter/o/e68b1a/32.png) [@omrkurt99](https://forum.opencv.org/u/omrkurt99)\
**Post date:** [October 18, 2023, 12:11pm UTC](https://forum.opencv.org/t/why-tracking-algorithms-dont-support-gpus/14912/3 "2023-10-18T12:11:08Z")

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thank you for your replying.
