CSE571 P2 - Brainwave Controlled Robot Arm
Collection
UW CSE571 project 2: data and policies made with so101 robot arm and NeuroPawn EEG headset using lerobot and brainflow (task: move charger to box). • 48 items • Updated
• 1
Datasets:
Search is not available for this dataset
action listlengths 6 6 | observation.state listlengths 14 14 | timestamp float32 0 19.5 | frame_index int64 0 586 | episode_index int64 0 49 | index int64 0 28.7k | task_index int64 0 0 |
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End of preview. Expand
in Data Studio
This dataset was created using LeRobot.
Dataset Structure
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 50,
"total_frames": 28697,
"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",
"eeg_ch0",
"eeg_ch1",
"eeg_ch2",
"eeg_ch3",
"eeg_ch4",
"eeg_ch5",
"eeg_ch6",
"eeg_ch7"
],
"shape": [
14
]
},
"observation.images.front": {
"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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License:
apache-2.0
Size of downloaded dataset files:
1.92 MB
Size of the auto-converted Parquet files:
1.92 MB
Number of rows:
28,697