[Tracking] Update ByteTrack to include ReID

[tteresi7]

Search before asking

• I have searched the Supervision issues and found no similar feature requests.

Description

According to the original paper ReID was vital in ensuring a good IDF1 score, which for most practical applications is the most crucial metric. Currently only IOU matching method is enabled.

Use case

No response

Additional

I recognize that this is a difficult task, but I think if you're going to stick strictly to IOU based trackers there isn't even a point, because IOU trackers lag behind state of the art.

Are you willing to submit a PR?

• Yes I'd like to help by submitting a PR!

[atonalfreerider]

I see that ReID from few-shot learning is a feature that works through the API
https://x.com/skalskip92/status/1848858750335209686

I think you need to sign up for early access here:
https://docs.google.com/forms/d/e/1FAIpQLSco5oAhhiFGUYXqQOrecefqUHLjtdhgG1MIfVJ5kk5M-76few/viewform

Apparently this button appears when you have access to the feature: