This work extends Pavllo '19 FAIR VideoPose3D
| Protocol #1 | Protocol #2 | Protocol #3 | |
|---|---|---|---|
| Pavllo '19 (CVPR) | 46.8 | 36.5 | 44.9 |
| Chen'19 (CVPR) | 46.8 | 41.6 | 50.3 |
| Ours | 45.9 | 35.9 | 44.2 |
| Velocity | Acceleration | |
|---|---|---|
| Pavllo '19 (CVPR) | 2.83 | 2.44 |
| Ours | 2.63 | 2.12 |
Requirements CUDA + Follow instructions at VideoPose3D
pip3 install vg # vector calculations (really shouldn't be needed)
pip3 install numpy==1.16.2 # pickle breaks later numpy releases
python run.py -e 80 -ch 2048 -k cpn_ft_h36m_dbb -arc 3,3,3,3,3 -bm #run with -ch 2048 and -bm flag ie:
Model 1.1 GB - please contact