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Checklist for LeRobot dataloader (#8949)
It's a bit of an odd one because of the way the dataloader works, but I would still feel much better with an odd test than no tests at all. I've uploaded a heavily sampled down `apple_storage` dataset to LFS in order to make this work. * DNM: requires #8936
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--- | ||
license: apache-2.0 | ||
task_categories: | ||
- robotics | ||
tags: | ||
- LeRobot | ||
configs: | ||
- config_name: default | ||
data_files: data/*/*.parquet | ||
--- | ||
|
||
This dataset was created using [LeRobot](https://github.com/huggingface/lerobot). | ||
|
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## Dataset Description | ||
|
||
|
||
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- **Homepage:** [More Information Needed] | ||
- **Paper:** [More Information Needed] | ||
- **License:** apache-2.0 | ||
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## Dataset Structure | ||
|
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[meta/info.json](meta/info.json): | ||
```json | ||
{ | ||
"codebase_version": "v2.0", | ||
"robot_type": "reachy2", | ||
"total_episodes": 50, | ||
"total_frames": 14983, | ||
"total_tasks": 1, | ||
"total_videos": 50, | ||
"total_chunks": 1, | ||
"chunks_size": 1000, | ||
"fps": 30, | ||
"splits": { | ||
"train": "0:50" | ||
}, | ||
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", | ||
"video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4", | ||
"features": { | ||
"observation.state": { | ||
"dtype": "float32", | ||
"shape": [ | ||
19 | ||
], | ||
"names": null | ||
}, | ||
"action": { | ||
"dtype": "float32", | ||
"shape": [ | ||
19 | ||
], | ||
"names": null | ||
}, | ||
"observation.image": { | ||
"dtype": "video", | ||
"shape": [ | ||
3, | ||
720, | ||
960 | ||
], | ||
"names": [ | ||
"channel", | ||
"height", | ||
"width" | ||
], | ||
"info": { | ||
"video.fps": 30.0, | ||
"video.height": 720, | ||
"video.width": 960, | ||
"video.channels": 3, | ||
"video.codec": "h264", | ||
"video.pix_fmt": "yuv420p", | ||
"video.is_depth_map": false, | ||
"has_audio": false | ||
} | ||
}, | ||
"timestamp": { | ||
"dtype": "float32", | ||
"shape": [ | ||
1 | ||
], | ||
"names": null | ||
}, | ||
"frame_index": { | ||
"dtype": "int64", | ||
"shape": [ | ||
1 | ||
], | ||
"names": null | ||
}, | ||
"episode_index": { | ||
"dtype": "int64", | ||
"shape": [ | ||
1 | ||
], | ||
"names": null | ||
}, | ||
"index": { | ||
"dtype": "int64", | ||
"shape": [ | ||
1 | ||
], | ||
"names": null | ||
}, | ||
"task_index": { | ||
"dtype": "int64", | ||
"shape": [ | ||
1 | ||
], | ||
"names": null | ||
} | ||
} | ||
} | ||
``` | ||
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## Citation | ||
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**BibTeX:** | ||
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```bibtex | ||
[More Information Needed] | ||
``` |
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{"episode_index": 0, "tasks": ["place the apple in the plate"], "length": 299} | ||
{"episode_index": 1, "tasks": ["place the apple in the plate"], "length": 300} | ||
{"episode_index": 2, "tasks": ["place the apple in the plate"], "length": 300} |
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{ | ||
"codebase_version": "v2.0", | ||
"robot_type": "reachy2", | ||
"total_episodes": 3, | ||
"total_frames": 14983, | ||
"total_tasks": 1, | ||
"total_videos": 50, | ||
"total_chunks": 1, | ||
"chunks_size": 1000, | ||
"fps": 30, | ||
"splits": { | ||
"train": "0:50" | ||
}, | ||
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", | ||
"video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4", | ||
"features": { | ||
"observation.state": { | ||
"dtype": "float32", | ||
"shape": [ | ||
19 | ||
], | ||
"names": null | ||
}, | ||
"action": { | ||
"dtype": "float32", | ||
"shape": [ | ||
19 | ||
], | ||
"names": null | ||
}, | ||
"observation.image": { | ||
"dtype": "video", | ||
"shape": [ | ||
3, | ||
720, | ||
960 | ||
], | ||
"names": [ | ||
"channel", | ||
"height", | ||
"width" | ||
], | ||
"info": { | ||
"video.fps": 30.0, | ||
"video.height": 720, | ||
"video.width": 960, | ||
"video.channels": 3, | ||
"video.codec": "h264", | ||
"video.pix_fmt": "yuv420p", | ||
"video.is_depth_map": false, | ||
"has_audio": false | ||
} | ||
}, | ||
"timestamp": { | ||
"dtype": "float32", | ||
"shape": [ | ||
1 | ||
], | ||
"names": null | ||
}, | ||
"frame_index": { | ||
"dtype": "int64", | ||
"shape": [ | ||
1 | ||
], | ||
"names": null | ||
}, | ||
"episode_index": { | ||
"dtype": "int64", | ||
"shape": [ | ||
1 | ||
], | ||
"names": null | ||
}, | ||
"index": { | ||
"dtype": "int64", | ||
"shape": [ | ||
1 | ||
], | ||
"names": null | ||
}, | ||
"task_index": { | ||
"dtype": "int64", | ||
"shape": [ | ||
1 | ||
], | ||
"names": null | ||
} | ||
} | ||
} |
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