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pose-estimation

Collection of different pose estimation models.

  • openpose: Inference model from CMU.
  • movenet: Model from google that runs on tf. Focus here is on speed.

Update

[2023.03.10] Modified caffe in openpose to use local one. Supports cudnnv8 via cudnn_frontend api.
[2023.02.24] Strongsort and OCSort are working with openpose.
[2023.02.23] Deepsort and ByteTrack are working with openpose.
[2023.02.20] Adding tracking to the repository. Will be moved to another repository once the tracking experiments are finished.

TODO

Adding pose estimators:

  • Mediapipe (blazepose)
  • HrNet-DEKR
  • AlphaPose

Adding trackers:

  • CenterTrack
  • FairMOT
  • MOTR
  • TransTrack
  • qdtrack
  • OMC + CSTrack
  • MOTDT (Towards-Realtime-MOT)
  • Pose Flow