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Extra data

Short description of the additional data files that our code requires to run smoothly. You will get this data by running the fetch_data.sh script.

static_fits

The static_fits folder contains the fits that we use to initialize the SPIN procedure. They are generated by running SMPLify fitting using 2D keypoints from one view or multiple views (MPI-INF-3DHP).

smpl_mean_params.npz

Mean pose/shape/camera parameters used by the iterative regressor of our networks. This file is a slight modification of the original .h5 file provided by the HMR repo.

J_regressor_extra.npy

Joints regressor for joints or landmarks that are not included in the standard set of SMPL joints.

J_regressor_h36m.npy

Joints regressor reflecting the Human3.6M joints. Used for evaluation.

cube_parts.npy & vertex_texture.npy

Files allowing us to do the 6-body part evaluation on LSP.

train.h5

Annotations for the training set of the MPII human pose dataset. Recovered from the Stacked Hourglass repo.