Datasetpublic

princeton-vl/SynplerHuman

Humans Dataset Synthetic human image dataset generated for: On the Role of Visual Realism in Synthetic Data for Estimating 3D Human Pose and Shape Paper: TODOCode: Structure shards/ <dataset_name>/ shard-*.tar labels/ <dataset_name>_combined.npz manifest.csv manifest.csv maps each shard directory to its matching label file. Labels Each .npz label file contains frame level annotations, including: imgname: image path/name matching entries… See the full description on the dataset page: https://huggingface.co/datasets/princeton-vl/SynplerHuman.

sourceHugging Facecc-by-nc-sa-4.0updated 4mo agoView on Hugging Face

0likes249downloads

Dataset Card

Humans Dataset

Synthetic human image dataset generated for:

On the Role of Visual Realism in Synthetic Data for Estimating 3D Human Pose and Shape

Paper: TODO Code:

Structure

text

shards/
  <dataset_name>/
    shard-*.tar

labels/
  <dataset_name>_combined.npz

manifest.csv

manifest.csv maps each shard directory to its matching label file.

Labels

Each .npz label file contains frame level annotations, including:

—imgname: image path/name matching entries inside the tar shards
—center: 2D bounding-box center
—pose_cam: SMPL-X pose in camera coordinates
—pose_world: SMPL-X pose in world coordinates
—shape: SMPL-X shape coefficients
—trans_cam: camera-space translation
—trans_world: world-space translation
—gtkps: 2D keypoints with visibility
—cam_int: camera intrinsics
—cam_ext: camera extrinsics
—proj_verts: projected downsampled SMPL-X vertices

Citation

bibtex

TODO