Reidentification accuracy for FastMOT

GeekAlexis / FastMOT

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

MIT License

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Reidentification accuracy for FastMOT #238

Closed AngelaYZhang closed 2 years ago

AngelaYZhang commented 2 years ago

Hi there,

I'm wondering if there's any benchmark for FastMOT's performance on object re-identification accuracy. Also, is there any recommendations on how to improve on the re-identification?

Thanks a lot in advance!

GeekAlexis commented 2 years ago

IDF1 can measure reID performance to some degree if your gold is labeled to keep the same ID after occlusion.

kenloumixx commented 11 months ago

Hello, I have a question related to IDF1. In this section IDF1 is higher when the model skips more frames. As I know that more skip results in worse performance, does it work in opposite way in regarding to IDF1?