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osnet-trackers

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Check out the documentation for more information.

OSNet Weights for Trackers

Pre-trained OSNet x1.0 weights for use with the trackers library.

Files

File Description Source
osnet_x1_0_imagenet.pth OSNet x1.0 pretrained on ImageNet (general features) torchreid
sports_model.pth.tar-60 OSNet x1.0 fine-tuned on SportsMOT crops for person ReID Deep-EIoU

Usage 

from trackers.appearance.osnet import OSNetExtractor

# ImageNet pretrained (general)
extractor = OSNetExtractor(weights="imagenet")

# SportsMOT fine-tuned (sports ReID — used by Deep HM-SORT paper)
extractor = OSNetExtractor(weights="sportsmot")

References

  • Zhou et al., Omni-Scale Feature Learning for Person Re-Identification, ICCV 2019
  • Huang et al., Deep-EIoU, arXiv:2306.13074
  • Gran-Henriksen et al., Deep HM-SORT, arXiv:2406.12081
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