Search is not available for this dataset
observation.state list | action list | timestamp float32 0 111 ⌀ | frame_index int64 0 3.33k ⌀ | episode_index int64 0 283 ⌀ | index int64 0 368k ⌀ | task_index int64 0 0 ⌀ |
|---|---|---|---|---|---|---|
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End of preview. Expand in Data Studio
Dynamic Tossing
Visualizers
Overview
This dataset is a conversion from an upstream robotics dataset into LeRobot v3-compatible format. It is intended to provide reproducible access in a unified schema.
Source Dataset
- Dataset ID:
umi-dynamic-tossing - Project:
UMI (Core) - Task:
Dynamic Tossing - Upstream download/source URL: https://real.stanford.edu/umi/data/dynamic_tossing/dynamic_tossing.zarr.zip
- Upstream project page: https://umi-data.github.io
- Contact: chuerpan@stanford.edu
- Original paper: Chi et al. 2024
- Notes: 284 demos; 1 env; image+proprio
Dataset Format
- Storage format: LeRobot v3 parquet-based dataset
- Total episodes: 284
- Total frames: 368428
- FPS: 30
- Robot type: generic_robot
- Observation feature:
observation.statewith shape[7] - Action feature:
actionwith shape[7] - Video streams: present
Video Modalities
observation.images.camera0_rgb: shape[224, 224, 3]- Frame rate:
30FPS
Conversion Notes
- Target schema: LeRobot v3
- Conversion path: ingest -> preprocess -> zarr probe -> convert 1 episode -> upload
actionfallback may be used when upstreamdata/actionis missing.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "generic_robot",
"total_episodes": 284,
"total_frames": 368428,
"fps": 30,
"splits": {"train": "0:284"},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
"features": {
"observation.state": {"dtype": "float32", "shape": [7]},
"action": {"dtype": "float32", "shape": [7]}
}
}
Data Splits
{'train': '0:284'}
Citation
This dataset was created using LeRobot. Please also cite the original upstream project and paper listed above.
Attribution
- Original dataset credit remains with upstream creators.
- Conversion and curation contribution:
- Convertor: David Yuan, davidy02@stanford.edu, Stanford University
- NMotion Initiative (opensource community): we make embodied data accessible
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