Datasets:
Modalities:
Video
Languages:
English
Size:
1K - 10K
ArXiv:
Tags:
robotics
embodied-ai
dexterous-manipulation
robot-learning
imitation-learning
laboratory-automation
License:
| { | |
| "codebase_version": "v2.1", | |
| "robot_type": "franka_fer_xhand", | |
| "total_episodes": 236, | |
| "total_frames": 41594, | |
| "total_tasks": 1, | |
| "total_videos": 708, | |
| "total_chunks": 1, | |
| "chunks_size": 1000, | |
| "fps": 20, | |
| "splits": { | |
| "train": "0:236" | |
| }, | |
| "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": [ | |
| 19 | |
| ], | |
| "names": [ | |
| "arm_joint_0.pos", | |
| "arm_joint_1.pos", | |
| "arm_joint_2.pos", | |
| "arm_joint_3.pos", | |
| "arm_joint_4.pos", | |
| "arm_joint_5.pos", | |
| "arm_joint_6.pos", | |
| "hand_joint_0.pos", | |
| "hand_joint_1.pos", | |
| "hand_joint_2.pos", | |
| "hand_joint_3.pos", | |
| "hand_joint_4.pos", | |
| "hand_joint_5.pos", | |
| "hand_joint_6.pos", | |
| "hand_joint_7.pos", | |
| "hand_joint_8.pos", | |
| "hand_joint_9.pos", | |
| "hand_joint_10.pos", | |
| "hand_joint_11.pos" | |
| ] | |
| }, | |
| "observation.state": { | |
| "dtype": "float32", | |
| "shape": [ | |
| 54 | |
| ], | |
| "names": [ | |
| "arm_joint_0.pos", | |
| "arm_joint_1.pos", | |
| "arm_joint_2.pos", | |
| "arm_joint_3.pos", | |
| "arm_joint_4.pos", | |
| "arm_joint_5.pos", | |
| "arm_joint_6.pos", | |
| "arm_joint_0.vel", | |
| "arm_joint_1.vel", | |
| "arm_joint_2.vel", | |
| "arm_joint_3.vel", | |
| "arm_joint_4.vel", | |
| "arm_joint_5.vel", | |
| "arm_joint_6.vel", | |
| "arm_ee_pose.00", | |
| "arm_ee_pose.01", | |
| "arm_ee_pose.02", | |
| "arm_ee_pose.03", | |
| "arm_ee_pose.04", | |
| "arm_ee_pose.05", | |
| "arm_ee_pose.06", | |
| "arm_ee_pose.07", | |
| "arm_ee_pose.08", | |
| "arm_ee_pose.09", | |
| "arm_ee_pose.10", | |
| "arm_ee_pose.11", | |
| "arm_ee_pose.12", | |
| "arm_ee_pose.13", | |
| "arm_ee_pose.14", | |
| "arm_ee_pose.15", | |
| "hand_joint_0.pos", | |
| "hand_joint_1.pos", | |
| "hand_joint_2.pos", | |
| "hand_joint_3.pos", | |
| "hand_joint_4.pos", | |
| "hand_joint_5.pos", | |
| "hand_joint_6.pos", | |
| "hand_joint_7.pos", | |
| "hand_joint_8.pos", | |
| "hand_joint_9.pos", | |
| "hand_joint_10.pos", | |
| "hand_joint_11.pos", | |
| "hand_joint_0.torque", | |
| "hand_joint_1.torque", | |
| "hand_joint_2.torque", | |
| "hand_joint_3.torque", | |
| "hand_joint_4.torque", | |
| "hand_joint_5.torque", | |
| "hand_joint_6.torque", | |
| "hand_joint_7.torque", | |
| "hand_joint_8.torque", | |
| "hand_joint_9.torque", | |
| "hand_joint_10.torque", | |
| "hand_joint_11.torque" | |
| ] | |
| }, | |
| "observation.images.head_view": { | |
| "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": 20, | |
| "video.channels": 3, | |
| "has_audio": false | |
| } | |
| }, | |
| "observation.images.front_left_view": { | |
| "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": 20, | |
| "video.channels": 3, | |
| "has_audio": false | |
| } | |
| }, | |
| "observation.images.wrist_view": { | |
| "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": 20, | |
| "video.channels": 3, | |
| "has_audio": false | |
| } | |
| }, | |
| "action_target_position": { | |
| "dtype": "float32", | |
| "shape": [ | |
| 87 | |
| ], | |
| "names": [ | |
| "arm_target_position_0", | |
| "arm_target_position_1", | |
| "arm_target_position_2", | |
| "arm_target_orientation_0", | |
| "arm_target_orientation_1", | |
| "arm_target_orientation_2", | |
| "arm_target_orientation_3", | |
| "arm_target_orientation_4", | |
| "arm_target_orientation_5", | |
| "arm_target_orientation_6", | |
| "arm_target_orientation_7", | |
| "arm_target_orientation_8", | |
| "hand_target_position_0", | |
| "hand_target_position_1", | |
| "hand_target_position_2", | |
| "hand_target_position_3", | |
| "hand_target_position_4", | |
| "hand_target_position_5", | |
| "hand_target_position_6", | |
| "hand_target_position_7", | |
| "hand_target_position_8", | |
| "hand_target_position_9", | |
| "hand_target_position_10", | |
| "hand_target_position_11", | |
| "hand_target_position_12", | |
| "hand_target_position_13", | |
| "hand_target_position_14", | |
| "hand_target_position_15", | |
| "hand_target_position_16", | |
| "hand_target_position_17", | |
| "hand_target_position_18", | |
| "hand_target_position_19", | |
| "hand_target_position_20", | |
| "hand_target_position_21", | |
| "hand_target_position_22", | |
| "hand_target_position_23", | |
| "hand_target_position_24", | |
| "hand_target_position_25", | |
| "hand_target_position_26", | |
| "hand_target_position_27", | |
| "hand_target_position_28", | |
| "hand_target_position_29", | |
| "hand_target_position_30", | |
| "hand_target_position_31", | |
| "hand_target_position_32", | |
| "hand_target_position_33", | |
| "hand_target_position_34", | |
| "hand_target_position_35", | |
| "hand_target_position_36", | |
| "hand_target_position_37", | |
| "hand_target_position_38", | |
| "hand_target_position_39", | |
| "hand_target_position_40", | |
| "hand_target_position_41", | |
| "hand_target_position_42", | |
| "hand_target_position_43", | |
| "hand_target_position_44", | |
| "hand_target_position_45", | |
| "hand_target_position_46", | |
| "hand_target_position_47", | |
| "hand_target_position_48", | |
| "hand_target_position_49", | |
| "hand_target_position_50", | |
| "hand_target_position_51", | |
| "hand_target_position_52", | |
| "hand_target_position_53", | |
| "hand_target_position_54", | |
| "hand_target_position_55", | |
| "hand_target_position_56", | |
| "hand_target_position_57", | |
| "hand_target_position_58", | |
| "hand_target_position_59", | |
| "hand_target_position_60", | |
| "hand_target_position_61", | |
| "hand_target_position_62", | |
| "hand_target_position_63", | |
| "hand_target_position_64", | |
| "hand_target_position_65", | |
| "hand_target_position_66", | |
| "hand_target_position_67", | |
| "hand_target_position_68", | |
| "hand_target_position_69", | |
| "hand_target_position_70", | |
| "hand_target_position_71", | |
| "hand_target_position_72", | |
| "hand_target_position_73", | |
| "hand_target_position_74" | |
| ] | |
| }, | |
| "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 | |
| } | |
| } | |
| } |