|
---
|
|
license: apache-2.0
|
|
task_categories:
|
|
- robotics
|
|
tags:
|
|
- LeRobot
|
|
- tutorial
|
|
configs:
|
|
- config_name: default
|
|
data_files: data/*/*.parquet
|
|
---
|
|
|
|
This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
|
|
|
|
## Dataset Description
|
|
|
|
|
|
|
|
- **Homepage:** [More Information Needed]
|
|
- **Paper:** [More Information Needed]
|
|
- **License:** apache-2.0
|
|
|
|
## Dataset Structure
|
|
|
|
[meta/info.json](meta/info.json):
|
|
```json
|
|
{
|
|
"codebase_version": "v2.0",
|
|
"robot_type": "koch",
|
|
"total_episodes": 6,
|
|
"total_frames": 2543,
|
|
"total_tasks": 1,
|
|
"total_videos": 18,
|
|
"total_chunks": 1,
|
|
"chunks_size": 1000,
|
|
"fps": 30,
|
|
"splits": {
|
|
"train": "0:6"
|
|
},
|
|
"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": {
|
|
"action": {
|
|
"dtype": "float32",
|
|
"shape": [
|
|
6
|
|
],
|
|
"names": [
|
|
"main_shoulder_pan",
|
|
"main_shoulder_lift",
|
|
"main_elbow_flex",
|
|
"main_wrist_flex",
|
|
"main_wrist_roll",
|
|
"main_gripper"
|
|
]
|
|
},
|
|
"observation.state": {
|
|
"dtype": "float32",
|
|
"shape": [
|
|
6
|
|
],
|
|
"names": [
|
|
"main_shoulder_pan",
|
|
"main_shoulder_lift",
|
|
"main_elbow_flex",
|
|
"main_wrist_flex",
|
|
"main_wrist_roll",
|
|
"main_gripper"
|
|
]
|
|
},
|
|
"observation.images.top": {
|
|
"dtype": "video",
|
|
"shape": [
|
|
480,
|
|
640,
|
|
3
|
|
],
|
|
"names": [
|
|
"height",
|
|
"width",
|
|
"channels"
|
|
],
|
|
"info": {
|
|
"video.fps": 30.0,
|
|
"video.height": 480,
|
|
"video.width": 640,
|
|
"video.channels": 3,
|
|
"video.codec": "av1",
|
|
"video.pix_fmt": "yuv420p",
|
|
"video.is_depth_map": false,
|
|
"has_audio": false
|
|
}
|
|
},
|
|
"observation.images.side": {
|
|
"dtype": "video",
|
|
"shape": [
|
|
480,
|
|
640,
|
|
3
|
|
],
|
|
"names": [
|
|
"height",
|
|
"width",
|
|
"channels"
|
|
],
|
|
"info": {
|
|
"video.fps": 30.0,
|
|
"video.height": 480,
|
|
"video.width": 640,
|
|
"video.channels": 3,
|
|
"video.codec": "av1",
|
|
"video.pix_fmt": "yuv420p",
|
|
"video.is_depth_map": false,
|
|
"has_audio": false
|
|
}
|
|
},
|
|
"observation.images.wrist": {
|
|
"dtype": "video",
|
|
"shape": [
|
|
480,
|
|
640,
|
|
3
|
|
],
|
|
"names": [
|
|
"height",
|
|
"width",
|
|
"channels"
|
|
],
|
|
"info": {
|
|
"video.fps": 30.0,
|
|
"video.height": 480,
|
|
"video.width": 640,
|
|
"video.channels": 3,
|
|
"video.codec": "av1",
|
|
"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
|
|
}
|
|
}
|
|
}
|
|
```
|
|
|
|
|
|
## Citation
|
|
|
|
**BibTeX:**
|
|
|
|
```bibtex
|
|
[More Information Needed]
|
|
``` |