Extra docs

Dataset Details

Humanml3d-smplx

Human Motion

• Paths

  • original AMASS-SMPLX-G data : /scratch2/whwjdqls99/AMASS/SMPLX-G
  • original AMASS-SMPLH-G data : /scratch2/whwjdqls99/AMASS/SMPLH-G
    • This is needed as we use the fps values in AMASS-SMPLH-G instead of AMASS-SMPLX-G
  • Downsampled AMASS-SMPLX-G data : /scratch2/whwjdqls99/AMASS_20fps/SMPLX-G
    • This is done by /scratch2/whwjdqls99/AMASS/downsample_smplx_with_smplh.py
  • Processed humanml3d-smplx data : /scratch2/whwjdqls99/humanml3d_smplx/humanml3d
    • canonicalized data : /scratch2/whwjdqls99/humanml3d_smplx/humanml3d_canonical
      • which is processed with : /scratch2/whwjdqls99/humanml3d_smplx/canonicalize_humanml3d_smplx.py
    • canonicalized, overparameterized data (THIS IS THE ONE WE ARE GOING TO USE): /scratch2/whwjdqls99/humanml3d_smplx/humanml3d_canonical_overparametrized
      • Which is processed with : /scratch2/whwjdqls99/humanml3d_smplx/overparameterize_humanml3d_smplx.py
  • Statistics
    • /scratch2/whwjdqls99/humanml3d_smplx/humanml3d_can_over_stats

• humanml3d_canonical_overparametrized

  • (T, 273) array

    : SMPL-H -> joints -> IK -> overparamerized

        motion_repr = {
                    'trans': 3,
                    'poses_6d': 22 * 6,
                    'trans_delta': 3,
                    'global_orient_delta_6d': 6,
                    'joints': 22 * 3,
                    'joint_deltas': 22 * 3,
                }
    
    

• Statistics

  

  • Total file num : 13249 (original : 14616)
  • Total frame num : 1948123 (대략 27시간)

• Visualization

  • via Blender
  • via Matplotlib
    • /home/whwjdqls99/scratch2/whwjdqls99/humanml3d_smplx/humaml3d_can_over_vis_4

• Evaluation

  • fid

Text

• /scratch2/whwjdqls99/humanml3d_smplx/text/texts

LINGO ⚠️ needs additional processing

• processed data : /scratch2/whwjdqls99/LINGO/processed_data