| --- |
| pretty_name: Eden example assets |
| tags: |
| - robotics |
| - motion-imitation |
| - humanoid |
| - dexterous-manipulation |
| size_categories: |
| - n<1K |
| --- |
| |
| # Eden — example assets |
|
|
| Sample data that [Eden](https://github.com/Kashu7100/Eden)'s registered tasks resolve **by |
| default**, so a task is runnable with no arguments on a pip-installed Eden and not only in a |
| source checkout ([Eden#998](https://github.com/Kashu7100/Eden/issues/998)). |
|
|
| **Layout convention:** one directory per Eden task, named for the registered task name that |
| reads it (`eden list`). A dataset class claims its directory with `DatasetBase._hf_subdir`, and |
| sees only that directory — both the download and the file glob are restricted to it — so this |
| repo can grow without changing what any existing task trains on. |
| `tests/test_shared_dataset_repo.py` pins the convention: a claimed directory must be a |
| registered task name, and no two dataset classes may claim the same one. |
|
|
| | Directory | Read by | Contents | |
| |---|---|---| |
| | `beyondmimic/` | `eden.tasks.beyondmimic.dataset.BvhCsvG1Dataset` | one BVH clip retargeted to the Unitree G1 (29 DOF), 60 Hz | |
| | `contrack/` | `eden.tasks.contrack.dataset.DexterHandDataset` | four xArm7 + XHand1 hand-object reference clips | |
|
|
| ```python |
| from eden.tasks import TASK_REGISTRY |
| |
| TASK_REGISTRY.build("beyondmimic") # fetches beyondmimic/ on first use |
| TASK_REGISTRY.build("contrack") # fetches its default clip from contrack/ |
| ``` |
|
|
| ## `beyondmimic/` |
|
|
| `G1_gangnam_style_V01_bvh_60hz.csv` — 1942 rows, 36 columns per row: `base_pos` (3) · |
| `base_quat_xyzw` (4) · `dofs_pos` (29), in the DOF order of |
| `eden.options.robots.unitree_g1.G1Dofs29`. |
|
|
| Row 1 is a retargeting artifact — the root jumps 11.6 cm between rows 1 and 2, which is a |
| 5.8 m/s root velocity at frame 0, the largest in the whole 32 s clip. Reference-state |
| initialization resets the robot onto that frame *including its velocity*, so trackers launch |
| and fall with no error raised. Use `frame_range=(1, 1942)` (or `--frame-range 2 1942` for the |
| example's `csv_to_npz.py`, whose ranges are 1-indexed and inclusive) when the first frame |
| matters. |
|
|
| Retargeted from the [BeyondMimic](https://github.com/HybridRobotics/whole_body_tracking) |
| release; please cite the authors and refer to the upstream project for terms of use. |
|
|
| ```bibtex |
| @article{liao2025beyondmimic, |
| author = {{Liao}, Qiayuan and {Truong}, Takara E. and {Huang}, Xiaoyu and {Gao}, Yuman and {Tevet}, Guy and {Sreenath}, Koushil and {Liu}, C. Karen}, |
| title = "{BeyondMimic: From Motion Tracking to Versatile Humanoid Control via Guided Diffusion}", |
| journal = {arXiv e-prints}, |
| year = 2025, |
| } |
| ``` |
|
|
| ## `contrack/` |
|
|
| Four clips of an xArm7 + XHand1 rig manipulating a tracked object. The default clip for |
| `TASK_REGISTRY.build("contrack")` is `dexterhand-Cylinder_00-fps_20-xarm7_xhand-3600_3700.h5`. |
|
|
| | File | Object | |
| |---|---| |
| | `dexterhand-Cylinder_00-fps_20-xarm7_xhand-3600_3700.h5` | cylinder | |
| | `dexterhand-Cuboid_00-fps_20-xarm7_xhand-5880_5940.h5` | cuboid | |
| | `dexterhand-Cuboid_01-fps_20-xarm7_xhand-7824_7864.h5` | cuboid | |
| | `dexterhand-Ring_00-fps_20-xarm7_xhand-10240_10340.h5` | ring | |
|
|
| Each `.h5` carries `qpos` (`(frames, 1, 19)`: 7 arm DOFs + 12 hand DOFs), `is_rhand`, |
| `base_translation`, `fps`, a `contacts/0` group (`is_contact` / `points` over the 15 |
| `contacts/segment_names` hand segments), and an `object_tracks/0` group with the object's mesh |
| (`vertices`, `faces`) and its per-frame `translations` / `orientations_xyzw`. The task exports |
| the object mesh from the clip and sizes the episode from its frame count. |
|
|
| Reference clips for Eden's port of [ConTrack](https://github.com/EmptyBlueBox/ConTrack) |
| (arXiv:2606.03177); please cite the authors and refer to the upstream project for terms of use. |
|
|