Datasets:
metadata
license: apache-2.0
task_categories:
- robotics
tags:
- LeRobot
- bimanual
- teleoperation
configs:
- config_name: default
data_files: data/*/*.parquet
This dataset was created using LeRobot.
Dataset Description
Teleoperated bimanual demonstrations for: Stack the three cubes with the largest cube on the bottom, the mid sized cube in the middle, and the smallest cube on top.. Each frame contains follower joint state, commanded joint action, task text, and four RGB cameras, including the RealSense colour view. The dataset contains 120 episodes recorded at 30 FPS.
- Homepage: [More Information Needed]
- Paper: [More Information Needed]
- License: apache-2.0
Dataset Structure
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"shape": [
14
],
"names": [
"left_shoulder_pan.pos",
"left_shoulder_lift.pos",
"left_elbow_flex.pos",
"left_forearm_roll.pos",
"left_wrist_flex.pos",
"left_wrist_roll.pos",
"left_gripper.pos",
"right_shoulder_pan.pos",
"right_shoulder_lift.pos",
"right_elbow_flex.pos",
"right_forearm_roll.pos",
"right_wrist_flex.pos",
"right_wrist_roll.pos",
"right_gripper.pos"
]
},
"observation.state": {
"dtype": "float32",
"shape": [
14
],
"names": [
"left_shoulder_pan.pos",
"left_shoulder_lift.pos",
"left_elbow_flex.pos",
"left_forearm_roll.pos",
"left_wrist_flex.pos",
"left_wrist_roll.pos",
"left_gripper.pos",
"right_shoulder_pan.pos",
"right_shoulder_lift.pos",
"right_elbow_flex.pos",
"right_forearm_roll.pos",
"right_wrist_flex.pos",
"right_wrist_roll.pos",
"right_gripper.pos"
]
},
"observation.images.left_cam_left": {
"dtype": "video",
"shape": [
480,
640,
3
],
"names": [
"height",
"width",
"channels"
],
"info": {
"is_depth_map": false,
"video.height": 480,
"video.width": 640,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.fps": 30,
"video.channels": 3,
"has_audio": false,
"video.g": 2,
"video.crf": 30,
"video.preset": 12,
"video.fast_decode": 0,
"video.video_backend": "pyav",
"video.extra_options": {}
}
},
"observation.images.left_cam_scene": {
"dtype": "video",
"shape": [
480,
640,
3
],
"names": [
"height",
"width",
"channels"
],
"info": {
"is_depth_map": false,
"video.height": 480,
"video.width": 640,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.fps": 30,
"video.channels": 3,
"has_audio": false,
"video.g": 2,
"video.crf": 30,
"video.preset": 12,
"video.fast_decode": 0,
"video.video_backend": "pyav",
"video.extra_options": {}
}
},
"observation.images.right_cam_right": {
"dtype": "video",
"shape": [
480,
640,
3
],
"names": [
"height",
"width",
"channels"
],
"info": {
"is_depth_map": false,
"video.height": 480,
"video.width": 640,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.fps": 30,
"video.channels": 3,
"has_audio": false,
"video.g": 2,
"video.crf": 30,
"video.preset": 12,
"video.fast_decode": 0,
"video.video_backend": "pyav",
"video.extra_options": {}
}
},
"observation.images.right_cam_scene_realsense": {
"dtype": "video",
"shape": [
480,
640,
3
],
"names": [
"height",
"width",
"channels"
],
"info": {
"is_depth_map": false,
"video.height": 480,
"video.width": 640,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.fps": 30,
"video.channels": 3,
"has_audio": false,
"video.g": 2,
"video.crf": 30,
"video.preset": 12,
"video.fast_decode": 0,
"video.video_backend": "pyav",
"video.extra_options": {}
}
},
"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
}
},
"total_episodes": 120,
"total_frames": 66920,
"total_tasks": 2,
"chunks_size": 1000,
"data_files_size_in_mb": 0.001,
"video_files_size_in_mb": 0.001,
"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",
"robot_type": "bi_so_follower_7dof",
"splits": {
"train": "0:120"
}
}
Citation
BibTeX:
[More Information Needed]