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Augmentations

Introduction

We provide the config files for training on 31 different datasets:

  1. AGORA (CVPR'2021)
  2. AI Challenger (ICME'2019)
  3. COCO (ECCV'2014)
  4. COCO-WholeBody (ECCV'2020)
  5. EFT-COCO-Part (3DV'2021)
  6. EFT-COCO (3DV'2021)
  7. EFT-LSPET (3DV'2021)
  8. EFT-OCHuman (3DV'2021)
  9. EFT-PoseTrack (3DV'2021)
  10. EFT-MPII (3DV'2021)
  11. Human3.6M (TPAMI'2014)
  12. InstaVariety (CVPR'2019)
  13. LIP (CVPR'2017)
  14. LSP (BMVC'2010)
  15. LSP-Extended (CVPR'2011)
  16. MPI-INF-3DHP (3DC'2017)
  17. MPII (CVPR'2014)
  18. MTP (CVPR'2021)
  19. MuCo-3DHP (3DV'2018)
  20. MuPoTs-3D (3DV'2018)
  21. OCHuman (CVPR'2019)
  22. 3DOH50K (CVPR'2020)
  23. Penn Action (ICCV'2012)
  24. 3D-People (ICCV'2019)
  25. PoseTrack18 (CVPR'2018)
  26. PROX (ICCV'2019)
  27. 3DPW (ECCV'2018)
  28. SURREAL (CVPR'2017)
  29. UP-3D (CVPR'2017)
  30. VLOG (CVPR'2019)
  31. CrowdPose (CVPR'2019)

Results and Models

We evaluate trained models on 3DPW. Values are PA-MPJPE.

Datasets Config 3DPW
AGORA resnet50_hmr_agora.py 77.94
AI Challenger resnet50_hmr_aic.py 111.66
COCO resnet50_hmr_coco.py 93.18
COCO-Wholebody resnet50_hmr_coco_wholebody.py 85.27
Crowdpose resnet50_hmr_crowdpose.py 99.97
EFT-COCO-Part resnet50_hmr_eft_coco_part.py 67.81
EFT-COCO resnet50_hmr_eft_coco.py 60.82
EFT-LSPET resnet50_hmr_eft_lspet.py 100.53
EFT-OCHuman resnet50_hmr_eft_ochuman.py 94.01
EFT-PoseTrack resnet50_hmr_eft_posetrack.py 75.17
EFT-MPII resnet50_hmr_eft_mpii.py 77.67
H36M resnet50_hmr_h36m.py 124.55
InstaVariety resnet50_hmr_instavariety.py 88.93
LIP resnet50_hmr_lip.py 96.47
LSP resnet50_hmr_lsp.py 111.45
LSP-Extended resnet50_hmr_lspet.py 112.26
MPI-INF-3DHP resnet50_hmr_mpi_inf_3dhp.py 107.15
MPII resnet50_hmr_mpii.py 98.18
MTP resnet50_hmr_mtp.py 87.03
MuCo-3DHP resnet50_hmr_muco.py 78.05
MuPoTs-3D resnet50_hmr_mupots3d.py 95.83
OCHuman resnet50_hmr_ochuman.py 130.55
3DOH50K resnet50_hmr_oh50k3d.py 114.48
Penn-Action resnet50_hmr_penn_action.py 114.53
3D-People resnet50_hmr_people3d.py 118.31
PoseTrack resnet50_hmr_posetrack.py 105.30
PROX resnet50_hmr_prox.py 84.69
3DPW resnet50_hmr_pw3d.py 89.36
SURREAL resnet50_hmr_surreal.py 110.00
UP-3D resnet50_hmr_up3d.py 86.92
VLOG resnet50_hmr_vlog.py 100.38