imbench's picture
LeRobot v3.0 dataset
9a4532e verified
Raw
History Blame Contribute Delete
6.55 kB
{
"codebase_version": "v3.0",
"robot_type": "Panda",
"task_id": "pb-puzzle-shape-stack-v1",
"total_episodes": 10,
"total_frames": 27911,
"fps": 100,
"control_freq": 100,
"save_freq": {
"proprio": 100,
"force_torque": 50,
"object_state": 50,
"cameras": 25,
"tactile": 50
},
"chunk_size": 1000,
"features": {
"action": {
"dtype": "float32",
"shape": [
7
],
"fps": 100,
"description": "Robot action vector"
},
"reward": {
"dtype": "float32",
"shape": [
1
],
"fps": 100
},
"task_score": {
"dtype": "float32",
"shape": [
1
],
"fps": 100
},
"observation.ee_poses": {
"dtype": "float32",
"shape": [
9
],
"fps": 100
},
"observation.force_torque": {
"dtype": "float32",
"shape": [
6
],
"fps": 50
},
"observation.force_torque_world": {
"dtype": "float32",
"shape": [
3
],
"fps": 100
},
"observation.joint_positions": {
"dtype": "float32",
"shape": [
9
],
"fps": 100
},
"observation.object_pos": {
"dtype": "float32",
"shape": [
3
],
"fps": 50
},
"observation.object_quat": {
"dtype": "float32",
"shape": [
4
],
"fps": 50
},
"observation.object_state": {
"dtype": "float32",
"shape": [
31
],
"fps": 50
},
"observation.robot0_eef_pos": {
"dtype": "float32",
"shape": [
3
],
"fps": 100
},
"observation.robot0_eef_quat": {
"dtype": "float32",
"shape": [
4
],
"fps": 100
},
"observation.robot0_gripper_qpos": {
"dtype": "float32",
"shape": [
2
],
"fps": 100
},
"observation.robot0_joint_pos": {
"dtype": "float32",
"shape": [
7
],
"fps": 100
},
"observation.robot0_joint_vel": {
"dtype": "float32",
"shape": [
7
],
"fps": 100
},
"observation.robot0_tactile_left": {
"dtype": "float32",
"shape": [
8,
8
],
"fps": 50
},
"observation.robot0_tactile_right": {
"dtype": "float32",
"shape": [
8,
8
],
"fps": 50
},
"observation.rgb_ego_cam": {
"dtype": "video",
"shape": [
480,
640,
3
],
"fps": 25,
"video_path": "videos/observation.rgb_ego_cam/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4"
},
"frame_index.rgb_ego_cam": {
"dtype": "int64",
"shape": [
1
],
"description": "Video frame index for rgb_ego_cam",
"fps": 100
},
"observation.rgb_gripper_cam": {
"dtype": "video",
"shape": [
480,
640,
3
],
"fps": 25,
"video_path": "videos/observation.rgb_gripper_cam/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4"
},
"frame_index.rgb_gripper_cam": {
"dtype": "int64",
"shape": [
1
],
"description": "Video frame index for rgb_gripper_cam",
"fps": 100
}
},
"task_config": {
"task_id": "pb-puzzle-shape-stack-v1",
"description": "Puzzle: stack cylinder, cube, and prism in a specified order.",
"max_episode_steps": 500,
"reward_type": "sparse",
"action_mode": "cartesian_delta",
"control_freq": 100,
"scene": {
"table": {
"full_size": [
0.5,
0.5,
0.05
],
"height": 0.8,
"offset": null
},
"robot_offset": null
},
"placement": {
"center": null,
"x_range": 0.15,
"y_range": 0.15,
"spawn_margin": 0.03,
"spawn_max_attempts": 400
},
"randomization": {
"object_color": {
"enabled": true
},
"table_color": {
"enabled": false
},
"lighting": {
"position": true,
"color": false
},
"num_objects": {
"enabled": true,
"range": [
3,
5
]
}
},
"task": {
"stack_order": [
0,
1,
2
],
"stable_steps": 100
},
"task_conditions": {
"success": {
"score_threshold": 1.0
},
"failure": {
"floor_z_threshold": 0.05
}
},
"recording": {
"save_freq": {
"proprio": 100,
"force_torque": 50,
"object_state": 50,
"cameras": 25,
"tactile": 50
},
"save": {
"action": true,
"reward": true,
"task_score": true,
"joint_positions": true,
"ee_poses": true
}
},
"controller": {
"type": "OSC_POSE",
"robot": "Panda",
"kp": 200,
"damping_ratio": 1,
"impedance_mode": "fixed",
"uncouple_pos_ori": true,
"input_type": "delta",
"input_ref_frame": "base"
},
"obs": {
"proprio": {
"enabled": true,
"keys": [
"robot0_eef_pos",
"robot0_eef_quat",
"robot0_gripper_qpos",
"robot0_joint_pos",
"robot0_joint_vel"
],
"save": true
},
"object_state": {
"enabled": true,
"save": true
},
"cameras": {
"gripper_cam": {
"enabled": true,
"robosuite_name": "robot0_eye_in_hand",
"width": 640,
"height": 480,
"depth": false,
"save": true
},
"ego_cam": {
"enabled": true,
"robosuite_name": "robot0_robotview",
"width": 640,
"height": 480,
"depth": false,
"save": true
}
},
"force_torque": {
"enabled": true,
"keys": [
"robot0_ft_sensor"
],
"save": true
},
"tactile": {
"enabled": true,
"fingers": [
"right",
"left"
],
"rows": 8,
"cols": 8,
"spacing": 0.001,
"save": true
}
}
},
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"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",
"total_videos": 2,
"total_chunks": 1,
"splits": {
"train": "0:10"
}
}