Collection of different pose estimation models.
- openpose: Inference model from CMU.
- movenet: Model from google that runs on tf. Focus here is on speed.
[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.
Adding pose estimators:
- Mediapipe (blazepose)
- HrNet-DEKR
- AlphaPose
Adding trackers:
- CenterTrack
- FairMOT
- MOTR
- TransTrack
- qdtrack
- OMC + CSTrack
- MOTDT (Towards-Realtime-MOT)
- Pose Flow