# What do I need to detect and track multiple objects in HD Video?

**URL:** <https://forum.opencv.org/t/what-do-i-need-to-detect-and-track-multiple-objects-in-hd-video/15580>\
**Category:** Python\
**Created:** [November 19, 2023, 1:47pm UTC](https://forum.opencv.org/t/what-do-i-need-to-detect-and-track-multiple-objects-in-hd-video/15580 "2023-11-19T13:47:21Z")\
**Posts on this page:** 1\
**Page:** 1

<div class="post-metadata">

**Author:** ![Chris\_D](https://avatars.discourse-cdn.com/v4/letter/c/c5a1d2/32.png) [@Chris\_D](https://forum.opencv.org/u/Chris_D)\
**Post date:** [November 19, 2023, 1:47pm UTC](https://forum.opencv.org/t/what-do-i-need-to-detect-and-track-multiple-objects-in-hd-video/15580/1 "2023-11-19T13:47:22Z")

</div>

Good morning all,

I have a need to track about 20 objects in real time (30 frames per second) from a video stream. The video resolution needs to be at **minimum** , 1920 x 1080. Each object that will be tracked with have a unique Black letter/number on a white background. The size of that letter/number in pixels will be 45 pixels X 45 pixels which is very readable by the human eye.

I would like to stick with Python if at all possible.

I suspect this is outside the world of Raspberry Pi, or even a mini-PC. Perhaps and Nvidia Orina Nanon?

Thoughts, opinions, suggestions, anything to help would be greatly appreciated.

Chris