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project_structure.md

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Project Structure

COMING SOON.

Dataset Structure

COMING SOON.

Metadata

All attributes given in the metadata are explained below. Unless noted otherwise, all values are given in meters and radians.

Attribute Contents Type/Shape
obj_path Path to the object model string
obj_scale Scale factor for model float
side Left or right hand string
coords_2d Hand 2D positions (ordering defined below) (21, 2)
coords_3d Hand 3D positions (ordering defined below) (21, 3)
verts_3d (778, 3)
full_body_3d (22, 3)
full_body_2d (22, 2)
z
trans (3, 1)
pose (156, 1)
shape (10, 1)
mano_pose (45, 1)
cam_extr Camera extrinsics matrix (3, 4)
cam_calib Camera intrinsics matrix (3, 3)
affine_transform Object transformation matrix (4, 4)
pca_pose Pose in PCA representation (45 principle components) (45, 1)
hand_trans Global hand translation (3, 1)
hand_global_rot Global hand rotation (3, 1)
hand_pose (48, 1)
bg_path Path to background image string
body_tex Path to body texture file string
sh_coeffs (9,1)
obj_visibility_ratio in % float
depth_min Minimal depth of hand and object float
depth_max Maximal depth of hand and object float
hand_depth_min Minimal depth of hand float
hand_depth_max Maximal depth of hand float
obj_depth_min Minimal depth of object float
obj_depth_max Maximal depth of object float

Hand Joint Ordering

The ordering of the hand joints (for both coords_2d and coords_3d) is as follows:

[Wrist, TMCP, TPIP, TDIP, TTIP, IMCP, IPIP, IDIP, ITIP, MMCP, MPIP, MDIP, MTIP, RMCP, RPIP, RDIP, RTIP, PMCP, PPIP, PDIP, PTIP]

(Hand model visualization taken from First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations)