Single-Shot 3D Multi-Person Shape Reconstruction from a Single RGB Image

Dataset

You can download each dataset from the link below.

• MuPoTS-3D [images][annotations]
• Human3.6M [images][annotations]

Reproducing out results

You can download our pretrained models from [link].

Then, you can reproduce our results with the following command.

For MuCO-3DHP dataset,

# PCK absolute
# you should change => coord='cam'
python3 test_mupots.py 

# enter the following command
cd matlab
mpii_mupots_multiperson_eval(1,0)

# PCK relative and AUC relative
# you should change => coord='relative'
python3 test_mupots.py

# enter the following command
cd matlab
mpii_mupots_multiperson_eval(1,1)

For Human3.6M dataset,

# protocol= 'p1' or 'p2'
python3 test_h36m.py