FairMOT (Fair Multi-Object Tracking)

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stan-qaz
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Joined: Wed Jun 20, 2018 5:22 pm

FairMOT (Fair Multi-Object Tracking)

Post by stan-qaz » Tue May 05, 2020 6:06 pm

Has anyone looked at this open source project, FairMOT (Fair Multi-Object Tracking) to see if it is a good fit with ZM?

https://github.com/ifzhang/FairMOT

Abstract
There has been remarkable progress on object detection and re-identification in recent years which are the core components for multi-object tracking. However, little attention has been focused on accomplishing the two tasks in a single network to improve the inference speed. The initial attempts along this path ended up with degraded results mainly because the re-identification branch is not appropriately learned. In this work, we study the essential reasons behind the failure, and accordingly present a simple baseline to addresses the problems. It remarkably outperforms the state-of-the-arts on the MOT challenge datasets at 30 FPS. We hope this baseline could inspire and help evaluate new ideas in this field.

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