roboflow / supervision

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https://supervision.roboflow.com
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[Tracking] Update ByteTrack to include ReID #1545

Open tteresi7 opened 1 month ago

tteresi7 commented 1 month ago

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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?

atonalfreerider commented 1 week ago

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: GakItYLWoAAjF8f