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stringclasses 1
value | observation.images.left_arm_camera_sensor_image_compressed
stringclasses 1
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stringclasses 1
value | action.left_arm_wrist_2_joint
float64 4.01
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float64 0.25
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float64 0
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float64 -0
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float64 0
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| action.left_arm_shoulder_lift_joint
float64 -3.49
-3.49
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float64 0
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| action.left_arm_3f_palm_finger_c_joint
float64 0
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float64 0.25
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float64 0.25
0.25
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float64 -0.05
-0.05
| action.left_arm_3f_finger_b_joint_3
float64 -0.05
-0.05
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float64 0.01
0.01
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float64 -1.44
-1.44
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-0.05
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-1.4
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float64 0
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float64 -0.05
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float64 -1.82
-1.82
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float64 0
0
| observation.state.left_arm_wrist_2_joint
float64 4.01
4.01
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float64 0.25
0.25
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float64 0
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float64 0
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| observation.state.left_arm_3f_palm_finger_c_joint
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| observation.state.right_arm_3f_finger_a_joint_2
float64 0
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float64 0.25
0.25
| observation.state.right_arm_3f_finger_c_joint_1
float64 0.25
0.25
| observation.state.right_arm_3f_finger_a_joint_3
float64 -0.05
-0.05
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float64 -0.05
-0.05
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float64 0.01
0.01
| observation.state.right_arm_shoulder_pan_joint
float64 -1.44
-1.44
| observation.state.right_arm_wrist_2_joint
float64 2.48
2.48
| observation.state.right_arm_elbow_joint
float64 0
0
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float64 -0.05
-0.05
| observation.state.left_arm_shoulder_pan_joint
float64 -1.4
-1.4
| observation.state.left_arm_3f_finger_c_joint_2
float64 0
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| observation.state.right_arm_3f_finger_c_joint_3
float64 -0.05
-0.05
| observation.state.right_arm_3f_palm_finger_c_joint
float64 0
0
| observation.state.left_arm_3f_finger_b_joint_2
float64 0
0
| observation.state.left_arm_3f_finger_b_joint_1
float64 0.25
0.25
| observation.state.left_arm_3f_palm_finger_b_joint
float64 0
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| observation.state.left_arm_3f_finger_a_joint_2
float64 0
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float64 0.24
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| observation.state.left_arm_wrist_1_joint
float64 -1.22
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float64 0
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|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0
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[
"left_arm_wrist_2_joint",
"left_arm_3f_finger_c_joint_1",
"right_arm_3f_palm_finger_b_joint",
"left_arm_3f_finger_a_joint_3",
"right_arm_wrist_3_joint",
"left_arm_elbow_joint",
"right_arm_3f_finger_b_joint_2",
"left_arm_shoulder_lift_joint",
"right_arm_3f_finger_c_joint_2",
"left_arm_3f_palm_finger_c_joint",
"right_arm_3f_finger_a_joint_2",
"right_arm_3f_finger_b_joint_1",
"right_arm_3f_finger_b_joint_3",
"right_arm_3f_finger_a_joint_1",
"right_arm_3f_finger_c_joint_1",
"right_arm_3f_finger_a_joint_3",
"left_arm_3f_finger_b_joint_3",
"right_arm_shoulder_lift_joint",
"right_arm_shoulder_pan_joint",
"right_arm_wrist_2_joint",
"right_arm_elbow_joint",
"left_arm_3f_finger_c_joint_3",
"left_arm_shoulder_pan_joint",
"left_arm_3f_finger_c_joint_2",
"right_arm_3f_finger_c_joint_3",
"right_arm_3f_palm_finger_c_joint",
"left_arm_3f_finger_b_joint_2",
"left_arm_3f_finger_b_joint_1",
"left_arm_3f_palm_finger_b_joint",
"left_arm_3f_finger_a_joint_2",
"left_arm_3f_finger_a_joint_1",
"left_arm_wrist_1_joint",
"right_arm_wrist_1_joint",
"left_arm_wrist_3_joint"
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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[
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"left_arm_3f_finger_c_joint_1",
"right_arm_3f_palm_finger_b_joint",
"left_arm_3f_finger_a_joint_3",
"right_arm_wrist_3_joint",
"left_arm_elbow_joint",
"right_arm_3f_finger_b_joint_2",
"left_arm_shoulder_lift_joint",
"right_arm_3f_finger_c_joint_2",
"left_arm_3f_palm_finger_c_joint",
"right_arm_3f_finger_a_joint_2",
"right_arm_3f_finger_b_joint_1",
"right_arm_3f_finger_b_joint_3",
"right_arm_3f_finger_a_joint_1",
"right_arm_3f_finger_c_joint_1",
"right_arm_3f_finger_a_joint_3",
"left_arm_3f_finger_b_joint_3",
"right_arm_shoulder_lift_joint",
"right_arm_shoulder_pan_joint",
"right_arm_wrist_2_joint",
"right_arm_elbow_joint",
"left_arm_3f_finger_c_joint_3",
"left_arm_shoulder_pan_joint",
"left_arm_3f_finger_c_joint_2",
"right_arm_3f_finger_c_joint_3",
"right_arm_3f_palm_finger_c_joint",
"left_arm_3f_finger_b_joint_2",
"left_arm_3f_finger_b_joint_1",
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"left_arm_3f_finger_a_joint_1",
"left_arm_wrist_1_joint",
"right_arm_wrist_1_joint",
"left_arm_wrist_3_joint"
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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[
"left_arm_wrist_2_joint",
"left_arm_3f_finger_c_joint_1",
"right_arm_3f_palm_finger_b_joint",
"left_arm_3f_finger_a_joint_3",
"right_arm_wrist_3_joint",
"left_arm_elbow_joint",
"right_arm_3f_finger_b_joint_2",
"left_arm_shoulder_lift_joint",
"right_arm_3f_finger_c_joint_2",
"left_arm_3f_palm_finger_c_joint",
"right_arm_3f_finger_a_joint_2",
"right_arm_3f_finger_b_joint_1",
"right_arm_3f_finger_b_joint_3",
"right_arm_3f_finger_a_joint_1",
"right_arm_3f_finger_c_joint_1",
"right_arm_3f_finger_a_joint_3",
"left_arm_3f_finger_b_joint_3",
"right_arm_shoulder_lift_joint",
"right_arm_shoulder_pan_joint",
"right_arm_wrist_2_joint",
"right_arm_elbow_joint",
"left_arm_3f_finger_c_joint_3",
"left_arm_shoulder_pan_joint",
"left_arm_3f_finger_c_joint_2",
"right_arm_3f_finger_c_joint_3",
"right_arm_3f_palm_finger_c_joint",
"left_arm_3f_finger_b_joint_2",
"left_arm_3f_finger_b_joint_1",
"left_arm_3f_palm_finger_b_joint",
"left_arm_3f_finger_a_joint_2",
"left_arm_3f_finger_a_joint_1",
"left_arm_wrist_1_joint",
"right_arm_wrist_1_joint",
"left_arm_wrist_3_joint"
] |
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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0.090007
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[
"left_arm_wrist_2_joint",
"left_arm_3f_finger_c_joint_1",
"right_arm_3f_palm_finger_b_joint",
"left_arm_3f_finger_a_joint_3",
"right_arm_wrist_3_joint",
"left_arm_elbow_joint",
"right_arm_3f_finger_b_joint_2",
"left_arm_shoulder_lift_joint",
"right_arm_3f_finger_c_joint_2",
"left_arm_3f_palm_finger_c_joint",
"right_arm_3f_finger_a_joint_2",
"right_arm_3f_finger_b_joint_1",
"right_arm_3f_finger_b_joint_3",
"right_arm_3f_finger_a_joint_1",
"right_arm_3f_finger_c_joint_1",
"right_arm_3f_finger_a_joint_3",
"left_arm_3f_finger_b_joint_3",
"right_arm_shoulder_lift_joint",
"right_arm_shoulder_pan_joint",
"right_arm_wrist_2_joint",
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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0.186841
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[
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"left_arm_3f_finger_a_joint_1",
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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0.212265
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[
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"left_arm_3f_finger_a_joint_3",
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"left_arm_3f_finger_c_joint_3",
"left_arm_shoulder_pan_joint",
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"left_arm_3f_finger_a_joint_1",
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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"right_arm_shoulder_pan_joint",
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"left_arm_shoulder_pan_joint",
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"left_arm_3f_finger_a_joint_1",
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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[
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"left_arm_3f_finger_c_joint_1",
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"left_arm_3f_finger_a_joint_3",
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"left_arm_3f_palm_finger_c_joint",
"right_arm_3f_finger_a_joint_2",
"right_arm_3f_finger_b_joint_1",
"right_arm_3f_finger_b_joint_3",
"right_arm_3f_finger_a_joint_1",
"right_arm_3f_finger_c_joint_1",
"right_arm_3f_finger_a_joint_3",
"left_arm_3f_finger_b_joint_3",
"right_arm_shoulder_lift_joint",
"right_arm_shoulder_pan_joint",
"right_arm_wrist_2_joint",
"right_arm_elbow_joint",
"left_arm_3f_finger_c_joint_3",
"left_arm_shoulder_pan_joint",
"left_arm_3f_finger_c_joint_2",
"right_arm_3f_finger_c_joint_3",
"right_arm_3f_palm_finger_c_joint",
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"left_arm_3f_finger_b_joint_1",
"left_arm_3f_palm_finger_b_joint",
"left_arm_3f_finger_a_joint_2",
"left_arm_3f_finger_a_joint_1",
"left_arm_wrist_1_joint",
"right_arm_wrist_1_joint",
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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0.399569
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[
"left_arm_wrist_2_joint",
"left_arm_3f_finger_c_joint_1",
"right_arm_3f_palm_finger_b_joint",
"left_arm_3f_finger_a_joint_3",
"right_arm_wrist_3_joint",
"left_arm_elbow_joint",
"right_arm_3f_finger_b_joint_2",
"left_arm_shoulder_lift_joint",
"right_arm_3f_finger_c_joint_2",
"left_arm_3f_palm_finger_c_joint",
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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[
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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0.526655
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[
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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[
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"left_arm_3f_finger_a_joint_1",
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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0.683405
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[
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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[
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"left_arm_3f_finger_a_joint_1",
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
|
videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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0.805182
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[
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"left_arm_3f_finger_a_joint_3",
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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"left_arm_3f_finger_a_joint_3",
"right_arm_wrist_3_joint",
"left_arm_elbow_joint",
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"left_arm_shoulder_lift_joint",
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videos/chunk-000/observation.images.right_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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"left_arm_shoulder_lift_joint",
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videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
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"left_arm_3f_palm_finger_c_joint",
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videos/chunk-000/observation.images.left_arm_camera_sensor_image_compressed/episode_000000.mp4
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videos/chunk-000/observation.images.base_camera_sensor_image_compressed/episode_000000.mp4
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End of preview. Expand
in Data Studio
Episode_0002__10_seconds_
LeRobot v2.1 format dataset for robot manipulation.
Dataset Structure
- Episodes: 2 episodes of robot manipulation
- Total Frames: 359 frames
- Cameras: 3 camera views per episode
observation.images.base_camera_sensor_image_rawobservation.images.arm1_camera_sensor_image_rawobservation.images.arm2_camera_sensor_image_raw
- Robot: Bimanual manipulator with 34 joints
- Format: LeRobot v2.1
Usage with LeRobot
from lerobot.common.datasets.lerobot_dataset import LeRobotDataset
dataset = LeRobotDataset("Sraghvi/shrugmaster-test")
Dataset Format
This dataset follows the LeRobot v2.1 format:
data/chunk-000/: Parquet files containing episode datavideos/chunk-000/: MP4 video files for each camera viewmeta/: Metadata filesinfo.json: Dataset configuration and feature descriptionsepisodes.jsonl: Episode metadatatasks.jsonl: Task descriptionsepisodes_stats.jsonl: Dataset statistics
Dataset Details
- Total Episodes: 2
- Total Frames: 359
- Average Episode Length: 180 frames
- FPS: ~9 (calculated from real data)
- Robot Type: Bimanual arm with 34 joints
- Camera Resolution: 1280x720
- Video Codec: H.264
Features
- Action: Robot action commands with individual joint columns
- Observation State: Robot state observations with individual joint columns
- Isaac Commands: Simulation commands
- Timestamp: Frame timestamps
- Episode/Frame/Task Indices: Data organization
- Joint Names: Names of all robot joints
- Joint Velocities: Velocity data for all joints
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