staudi25/pi05_lego_50
Robotics • 4B • Updated • 3
Datasets:
Search is not available for this dataset
action list | observation.state list | timestamp float32 0 12.2 | frame_index int64 0 365 | episode_index int64 0 49 | index int64 0 17.6k | task_index int64 0 0 |
|---|---|---|---|---|---|---|
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End of preview. Expand in Data Studio
This dataset was created using LeRobot.
Dataset Description
Environment configuration: Top down camera and gripper camera, single overhead light, white tabletop, blue bowl, variable bowl location
Text Instruction: "Put the red lego in the blue bowl"
Record Command: lerobot-record --robot.type=so101_follower --robot.port=/dev/follower --robot.id=videron_follower --teleop.type=so101_leader --teleop.port=/dev/leader --teleop.id=videron_leader --robot.calibration_dir=/Experiments --teleop.calibration_dir=/Experiments --robot.cameras="{desk_cam: {type: opencv, index_or_path: 1, width: 640, height: 480, fps: 30,fourcc: 'MJPG'},gripper: {type: opencv, index_or_path: 0, width: 640, height: 480, fps: 30,fourcc: 'MJPG'}}" --display_data=true --dataset.num_episodes=50 --dataset.single_task="Put the red lego in the blue bowl" --dataset.push_to_hub=True --dataset.repo_id="staudi25/lego_pickup_50" --play_sounds False --dataset.episode_time_s 15 --dataset.reset_time_s 10
- Homepage: [More Information Needed]
- Paper: [More Information Needed]
- License: apache-2.0
Dataset Structure
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 50,
"total_frames": 17551,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:50"
},
"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": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6
]
},
"observation.state": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6
]
},
"observation.images.desk_cam": {
"dtype": "video",
"shape": [
480,
640,
3
],
"names": [
"height",
"width",
"channels"
],
"info": {
"video.height": 480,
"video.width": 640,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 30,
"video.channels": 3,
"has_audio": false
}
},
"observation.images.gripper": {
"dtype": "video",
"shape": [
480,
640,
3
],
"names": [
"height",
"width",
"channels"
],
"info": {
"video.height": 480,
"video.width": 640,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 30,
"video.channels": 3,
"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:
[More Information Needed]
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Models trained or fine-tuned on videron/lego_pickup_50