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Upload dataset Galaxea_R1_Lite_storage_object_gray_plate

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  1. README.md +726 -0
  2. annotations/eef_acc_mag_annotation.jsonl +3 -0
  3. annotations/eef_direction_annotation.jsonl +7 -0
  4. annotations/eef_velocity_annotation.jsonl +3 -0
  5. annotations/gripper_activity_annotation.jsonl +4 -0
  6. annotations/gripper_mode_annotation.jsonl +3 -0
  7. annotations/scene_annotations.jsonl +102 -0
  8. annotations/subtask_annotations.jsonl +92 -0
  9. data/chunk-000/episode_000000.parquet +3 -0
  10. data/chunk-000/episode_000001.parquet +3 -0
  11. data/chunk-000/episode_000002.parquet +3 -0
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  19. data/chunk-000/episode_000010.parquet +3 -0
  20. data/chunk-000/episode_000011.parquet +3 -0
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  27. data/chunk-000/episode_000018.parquet +3 -0
  28. data/chunk-000/episode_000019.parquet +3 -0
  29. data/chunk-000/episode_000020.parquet +3 -0
  30. data/chunk-000/episode_000021.parquet +3 -0
  31. data/chunk-000/episode_000022.parquet +3 -0
  32. data/chunk-000/episode_000023.parquet +3 -0
  33. data/chunk-000/episode_000024.parquet +3 -0
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  40. data/chunk-000/episode_000031.parquet +3 -0
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README.md ADDED
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+ ---
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+ task_categories:
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+ - robotics
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+
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+ language:
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+ - en
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+
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+
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+ extra_gated_prompt: 'By accessing this dataset, you agree to cite the associated paper in your research/publications—see the "Citation" section for details. You agree to not use the dataset to conduct experiments that cause harm to human subjects.'
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+
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+
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+
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+ extra_gated_fields:
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+
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+ Company/Organization:
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+ type: 'text'
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+ description: 'e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"'
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+
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+ Country:
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+ type: 'country'
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+ description: 'e.g., "Germany", "China", "United States"'
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+
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+
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+
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+ tags:
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+ - RoboCOIN
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+ - LeRobot
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+
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+ license: apache-2.0
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+
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+ configs:
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+ - config_name: default
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+ data_files: data/chunk-{id}/episode_{id}.parquet
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+ ---
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+
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+ # Galaxea_R1_Lite_storage_object_gray_plate
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+
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+ ## Dataset Description
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+
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+ This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
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+
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+ ## Task Preview
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+
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+ <video src="videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4" controls width="640"></video>
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+
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+ [View Video Directly](videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4)
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+
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+ ### Overview
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+
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+ - **Total Episodes:** 102
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+ - **Total Frames:** 20357
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+ - **FPS:** 30
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+ - **Dataset Size:** 786.26 MB
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+ - **Robot Name:** `Galaxea_R1_Lite`
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+ - **End-Effector Type:** `two_finger_gripper`
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+ - **Teleoperation Type:** `Due to some reasons, this dataset temporarily cannot provide the teleoperation type information.`
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+ - **Sensors:** `cam_head_left_rgb`,
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+ `cam_head_right_rgb`,
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+ `cam_left_wrist_rgb`,
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+ `cam_right_wrist_rgb`
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+
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+ - **Camera Information:** cam_head_left_rgb;
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+ cam_head_right_rgb;
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+ cam_left_wrist_rgb;
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+ cam_right_wrist_rgb
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+
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+ - **Scene:** `household->living_room`
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+ - **Objects:** `gray_plate(unknown)`,
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+ `banana(unknown)`,
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+ `bathing_in_flowers(unknown)`,
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+ `blue_cup(unknown)`,
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+ `blue_pot(unknown)`,
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+ `toast_slices(unknown)`,
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+ `brown_towel(unknown)`,
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+ `can(unknown)`,
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+ `coke(unknown)`,
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+ `potato_chips(unknown)`,
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+ `chocolate(unknown)`,
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+ `compass(unknown)`,
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+ `block_pillar(unknown)`,
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+ `egg_beater(unknown)`,
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+ `eraser(unknown)`,
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+ `chewing_gum(unknown)`,
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+ `mentholatum_facial_cleanser(unknown)`,
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+ `green_lemon(unknown)`,
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+ `peach(unknown)`,
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+ `power_strip(unknown)`,
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+ `round_bread(unknown)`,
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+ `mentholatum_facial_cleanser(unknown)`,
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+ `square_building_blocks(unknown)`,
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+ `tape(unknown)`,
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+ `cake(unknown)`,
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+ `duck(unknown)`,
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+ `ambrosial_yogurt(unknown)`
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+
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+ - **Task Description:** use a gripper to pick the target object and place on the gray plate.
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+
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+
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+ ### Primary Task Instruction
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+ > use a gripper to pick the target object and place on the gray plate.
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+
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+ ### Robot Configuration
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+
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+ - **Robot Name:** `Galaxea_R1_Lite`
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+ - **Codebase Version:** `v2.1`
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+ - **End-Effector Type:** `two_finger_gripper`
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+ - **Teleoperation Type:** `Due to some reasons, this dataset temporarily cannot provide the teleoperation type information.`
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+
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+ ## Scene and Objects
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+
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+ ### Scene Type
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+ `household->living_room`
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+
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+ ### Objects
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+ - `gray_plate(unknown)`
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+ - `banana(unknown)`
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+ - `bathing_in_flowers(unknown)`
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+ - `blue_cup(unknown)`
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+ - `blue_pot(unknown)`
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+ - `toast_slices(unknown)`
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+ - `brown_towel(unknown)`
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+ - `can(unknown)`
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+ - `coke(unknown)`
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+ - `potato_chips(unknown)`
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+ - `chocolate(unknown)`
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+ - `compass(unknown)`
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+ - `block_pillar(unknown)`
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+ - `egg_beater(unknown)`
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+ - `eraser(unknown)`
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+ - `chewing_gum(unknown)`
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+ - `mentholatum_facial_cleanser(unknown)`
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+ - `green_lemon(unknown)`
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+ - `peach(unknown)`
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+ - `power_strip(unknown)`
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+ - `round_bread(unknown)`
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+ - `mentholatum_facial_cleanser(unknown)`
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+ - `square_building_blocks(unknown)`
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+ - `tape(unknown)`
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+ - `cake(unknown)`
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+ - `duck(unknown)`
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+ - `ambrosial_yogurt(unknown)`
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+
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+
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+ ## Task Descriptions
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+
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+ - **Standardized Task Description:** `use a gripper to pick the target object and place on the gray plate.`
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+ - **Operation Type:** `Due to some reasons, this dataset temporarily cannot provide the operation type information.`
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+
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+ - **Environment Type:** `Due to some reasons, this dataset temporarily cannot provide the environment type information.`
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+
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+ ### Sub-Tasks
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+ This dataset includes 92 distinct subtasks:
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+
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+ 1. **Place the tape on the gray plate with the left gripper** (Index: 0)
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+ 2. **Grasp the blue pot with the left gripper** (Index: 1)
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+ 3. **Grasp the plugboard with the left gripper** (Index: 2)
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+ 4. **Grasp the potato chips with the right gripper** (Index: 3)
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+ 5. **Grasp the banana with the left gripper** (Index: 4)
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+ 6. **Place the round wooden block on the gray plate with the left gripper** (Index: 5)
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+ 7. **Place the peach on the gray plate with the left gripper** (Index: 6)
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+ 8. **Grasp the compasses with the right gripper** (Index: 7)
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+ 9. **Place the square chewing gum on the gray plate with the right gripper** (Index: 8)
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+ 10. **Place the compasses on the gray plate with the right gripper** (Index: 9)
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+ 11. **Place the potato chips on the gray plate with the right gripper** (Index: 10)
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+ 12. **Grasp the duck toy with the left gripper** (Index: 11)
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+ 13. **Place the green lemon on the gray plate with the right gripper** (Index: 12)
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+ 14. **Grasp the blue cup with the left gripper** (Index: 13)
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+ 15. **Place the square wooden block on the gray plate with the left gripper** (Index: 14)
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+ 16. **Grasp the soft facial cleanser with the left gripper** (Index: 15)
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+ 17. **Place the blue cup on the gray plate with the left gripper** (Index: 16)
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+ 18. **Grasp the square chewing gum with the left gripper** (Index: 17)
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+ 19. **Grasp the chocolate cake with the right gripper** (Index: 18)
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+ 20. **Grasp the shower sphere with the left gripper** (Index: 19)
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+ 21. **Place the blackboard erasure on the gray plate with the right gripper** (Index: 20)
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+ 22. **Grasp the plugboard with the right gripper** (Index: 21)
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+ 23. **Grasp the yogurt with the right gripper** (Index: 22)
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+ 24. **Grasp the brown towel with the left gripper** (Index: 23)
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+ 25. **Place the round bread on the gray plate with the right gripper** (Index: 24)
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+ 26. **Grasp the hard facial cleanser with the left gripper** (Index: 25)
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+ 27. **Place the shower sphere on the gray plate with the left gripper** (Index: 26)
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+ 28. **Grasp the chocolate with the right gripper** (Index: 27)
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+ 29. **Place the soft facial cleanser on the gray plate with the left gripper** (Index: 28)
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+ 30. **Grasp the peach with the right gripper** (Index: 29)
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+ 31. **Grasp the brown towel with the right gripper** (Index: 30)
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+ 32. **Place the shower sphere on the gray plate with the right gripper** (Index: 31)
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+ 33. **Grasp the back scratcher with the left gripper** (Index: 32)
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+ 34. **Place the square wooden block on the gray plate with the right gripper** (Index: 33)
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+ 35. **Place the blackboard erasure on the gray plate with the left gripper** (Index: 34)
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+ 36. **Place the yogurt on the gray plate with the right gripper** (Index: 35)
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+ 37. **Grasp the peach with the left gripper** (Index: 36)
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+ 38. **Place the coke on the gray plate with the left gripper** (Index: 37)
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+ 39. **Place the chocolate cake on the gray plate with the right gripper** (Index: 38)
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+ 40. **Place the banana on the gray plate with the left gripper** (Index: 39)
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+ 41. **Grasp the green lemon with the right gripper** (Index: 40)
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+ 42. **Grasp the bread slice with the right gripper** (Index: 41)
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+ 43. **Place the bread slice on the gray plate with the right gripper** (Index: 42)
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+ 44. **Place the brown towel on the gray plate with the right gripper** (Index: 43)
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+ 45. **Grasp the potato chips with the left gripper** (Index: 44)
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+ 46. **Grasp the duck toy with the right gripper** (Index: 45)
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+ 47. **End** (Index: 46)
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+ 48. **Grasp the blackboard erasure with the left gripper** (Index: 47)
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+ 49. **Grasp the coke with the left gripper** (Index: 48)
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+ 50. **Place the plugboard on the gray plate with the right gripper** (Index: 49)
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+ 51. **Place the round bread on the gray plate with the left gripper** (Index: 50)
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+ 52. **Grasp the round wooden block with the left gripper** (Index: 51)
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+ 53. **Grasp the compasses with the left gripper** (Index: 52)
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+ 54. **Place the round wooden block on the gray plate with the right gripper** (Index: 53)
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+ 55. **Place the blue pot on the gray plate with the left gripper** (Index: 54)
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+ 56. **Grasp the blue pot with the right gripper** (Index: 55)
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+ 57. **Grasp the round bread with the right gripper** (Index: 56)
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+ 58. **Grasp the chocolate cake with the left gripper** (Index: 57)
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+ 59. **Place the brown towel on the gray plate with the left gripper** (Index: 58)
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+ 60. **Place the blue pot on the gray plate with the right gripper** (Index: 59)
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+ 61. **Place the compasses on the gray plate with the left gripper** (Index: 60)
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+ 62. **Place the coke on the gray plate with the right gripper** (Index: 61)
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+ 63. **Grasp the tin with the right gripper** (Index: 62)
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+ 64. **Place the square chewing gum on the gray plate with the left gripper** (Index: 63)
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+ 65. **Place the back scratcher on the gray plate with the left gripper** (Index: 64)
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+ 66. **Grasp the tape with the right gripper** (Index: 65)
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+ 67. **Place the tin on the gray plate with the right gripper** (Index: 66)
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+ 68. **Grasp the coke with the right gripper** (Index: 67)
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+ 69. **Grasp the tape with the left gripper** (Index: 68)
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+ 70. **Grasp the square chewing gum with the right gripper** (Index: 69)
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+ 71. **Place the tape on the gray plate with the right gripper** (Index: 70)
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+ 72. **Place the hard facial cleanser on the gray plate with the left gripper** (Index: 71)
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+ 73. **Grasp the shower sphere with the right gripper** (Index: 72)
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+ 74. **Place the duck toy on the gray plate with the right gripper** (Index: 73)
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+ 75. **Grasp the bread slice with the left gripper** (Index: 74)
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+ 76. **Place the chocolate on the gray plate with the right gripper** (Index: 75)
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+ 77. **Grasp the blackboard erasure with the right gripper** (Index: 76)
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+ 78. **Place the banana on the gray plate with the right gripper** (Index: 77)
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+ 79. **Place the peach on the gray plate with the right gripper** (Index: 78)
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+ 80. **Grasp the round bread with the left gripper** (Index: 79)
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+ 81. **Grasp the square wooden block with the left gripper** (Index: 80)
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+ 82. **Grasp the blue cup with the right gripper** (Index: 81)
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+ 83. **Place the chocolate cake on the gray plate with the left gripper** (Index: 82)
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+ 84. **Place the duck toy on the gray plate with the left gripper** (Index: 83)
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+ 85. **Grasp the square wooden block with the right gripper** (Index: 84)
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+ 86. **Place the plugboard on the gray plate with the left gripper** (Index: 85)
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+ 87. **Place the bread slice on the gray plate with the left gripper** (Index: 86)
241
+ 88. **Grasp the round wooden block with the right gripper** (Index: 87)
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+ 89. **Place the potato chips on the gray plate with the left gripper** (Index: 88)
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+ 90. **Grasp the banana with the right gripper** (Index: 89)
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+ 91. **Place the blue cup on the gray plate with the right gripper** (Index: 90)
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+ 92. **null** (Index: 91)
246
+
247
+
248
+ ### Atomic Actions
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+ - `grasp`
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+ - `pick`
251
+ - `place`
252
+
253
+
254
+ ## Hardware and Sensors
255
+
256
+
257
+ ### Sensors
258
+
259
+ - `cam_head_left_rgb`
260
+
261
+ - `cam_head_right_rgb`
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+
263
+ - `cam_left_wrist_rgb`
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+
265
+ - `cam_right_wrist_rgb`
266
+
267
+
268
+
269
+
270
+ ### Camera Information
271
+
272
+
273
+ - `cam_head_left_rgb`: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1, pix_fmt=yuv420p
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+
275
+ - `cam_head_right_rgb`: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1, pix_fmt=yuv420p
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+
277
+ - `cam_left_wrist_rgb`: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1, pix_fmt=yuv420p
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+
279
+ - `cam_right_wrist_rgb`: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1, pix_fmt=yuv420p
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+
281
+
282
+
283
+
284
+ ### Coordinate System
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+ - **Definition:** `right-hand-frame`
286
+
287
+
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+ ### Dimensions & Units
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+ - **Joint Rotation:** `radian`
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+ - **End-Effector Rotation:** `end_rotation_dim`
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+ - **End-Effector Translation:** `end_translation_dim`
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+
293
+
294
+
295
+
296
+ ## Dataset Statistics
297
+
298
+ | Metric | Value |
299
+ |--------|-------|
300
+ | **Total Episodes** | 102 |
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+ | **Total Frames** | 20357 |
302
+ | **Total Tasks** | 92 |
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+ | **Total Videos** | 408 |
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+ | **Total Chunks** | 1 |
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+ | **Chunk Size** | 1000 |
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+ | **FPS** | 30 |
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+ | **State Dimensions** | 14 |
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+ | **Action Dimensions** | 14 |
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+ | **Camera Views** | 4 |
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+ | **Dataset Size** | 786.26 MB |
311
+
312
+
313
+ ## Data Splits
314
+
315
+ The dataset is organized into the following splits:
316
+
317
+ - **Training**: Episodes 0:101
318
+
319
+
320
+ ## Dataset Structure
321
+
322
+ This dataset follows the LeRobot format and contains the following components:
323
+
324
+ ### Data Files
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+ - **Videos**: Compressed video files containing RGB camera observations
326
+ - **State Data**: Robot joint positions, velocities, and other state information
327
+ - **Action Data**: Robot action commands and trajectories
328
+ - **Metadata**: Episode metadata, timestamps, and annotations
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+
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+ ### File Organization
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+ - **Data Path Pattern**: `data/chunk-{id}/episode_{id}.parquet`
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+ - **Video Path Pattern**: `videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}`
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+ - **Chunking**: Data is organized into 1 chunk(s)
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+ of size 1000
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+
336
+ ### Data Structure (Tree)
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+
338
+ ```
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+ Galaxea_R1_Lite_storage_object_gray_plate_qced_hardlink/
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+ |-- annotations
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+ | |-- eef_acc_mag_annotation.jsonl
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+ | |-- eef_direction_annotation.jsonl
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+ | |-- eef_velocity_annotation.jsonl
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+ | |-- gripper_activity_annotation.jsonl
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+ | |-- gripper_mode_annotation.jsonl
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+ | |-- scene_annotations.jsonl
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+ | `-- subtask_annotations.jsonl
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+ |-- data
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+ | `-- chunk-000
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+ | |-- episode_000000.parquet
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+ | |-- episode_000001.parquet
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+ | |-- episode_000002.parquet
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+ | |-- episode_000003.parquet
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+ | |-- episode_000004.parquet
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+ | |-- episode_000005.parquet
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+ | |-- episode_000006.parquet
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+ | |-- episode_000007.parquet
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+ | |-- episode_000008.parquet
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+ | |-- episode_000009.parquet
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+ | |-- episode_000010.parquet
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+ | `-- episode_000011.parquet
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+ | `-- ... (90 more entries)
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+ |-- meta
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+ | |-- episodes.jsonl
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+ | |-- episodes_stats.jsonl
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+ | |-- info.json
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+ | `-- tasks.jsonl
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+ |-- videos
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+ | `-- chunk-000
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+ | |-- observation.images.cam_head_left_rgb
371
+ | |-- observation.images.cam_head_right_rgb
372
+ | |-- observation.images.cam_left_wrist_rgb
373
+ | `-- observation.images.cam_right_wrist_rgb
374
+ |-- info.yaml
375
+ `-- README.md
376
+ ```
377
+
378
+ ## Camera Views
379
+
380
+
381
+
382
+
383
+
384
+
385
+ This dataset includes 4 camera views: `cam_head_left_rgb`, `cam_head_right_rgb`, `cam_left_wrist_rgb`, `cam_right_wrist_rgb`.
386
+
387
+
388
+ ## Features (Full YAML)
389
+
390
+ ```yaml
391
+ observation.images.cam_head_left_rgb:
392
+ dtype: video
393
+ shape:
394
+ - 720
395
+ - 1280
396
+ - 3
397
+ names:
398
+ - height
399
+ - width
400
+ - channels
401
+ info:
402
+ video.height: 720
403
+ video.width: 1280
404
+ video.codec: av1
405
+ video.pix_fmt: yuv420p
406
+ video.is_depth_map: false
407
+ video.fps: 30
408
+ video.channels: 3
409
+ has_audio: false
410
+ observation.images.cam_head_right_rgb:
411
+ dtype: video
412
+ shape:
413
+ - 720
414
+ - 1280
415
+ - 3
416
+ names:
417
+ - height
418
+ - width
419
+ - channels
420
+ info:
421
+ video.height: 720
422
+ video.width: 1280
423
+ video.codec: av1
424
+ video.pix_fmt: yuv420p
425
+ video.is_depth_map: false
426
+ video.fps: 30
427
+ video.channels: 3
428
+ has_audio: false
429
+ observation.images.cam_left_wrist_rgb:
430
+ dtype: video
431
+ shape:
432
+ - 720
433
+ - 1280
434
+ - 3
435
+ names:
436
+ - height
437
+ - width
438
+ - channels
439
+ info:
440
+ video.height: 720
441
+ video.width: 1280
442
+ video.codec: av1
443
+ video.pix_fmt: yuv420p
444
+ video.is_depth_map: false
445
+ video.fps: 30
446
+ video.channels: 3
447
+ has_audio: false
448
+ observation.images.cam_right_wrist_rgb:
449
+ dtype: video
450
+ shape:
451
+ - 720
452
+ - 1280
453
+ - 3
454
+ names:
455
+ - height
456
+ - width
457
+ - channels
458
+ info:
459
+ video.height: 720
460
+ video.width: 1280
461
+ video.codec: av1
462
+ video.pix_fmt: yuv420p
463
+ video.is_depth_map: false
464
+ video.fps: 30
465
+ video.channels: 3
466
+ has_audio: false
467
+ observation.state:
468
+ dtype: float32
469
+ shape:
470
+ - 14
471
+ names:
472
+ - left_arm_joint_1_rad
473
+ - left_arm_joint_2_rad
474
+ - left_arm_joint_3_rad
475
+ - left_arm_joint_4_rad
476
+ - left_arm_joint_5_rad
477
+ - left_arm_joint_6_rad
478
+ - right_arm_joint_1_rad
479
+ - right_arm_joint_2_rad
480
+ - right_arm_joint_3_rad
481
+ - right_arm_joint_4_rad
482
+ - right_arm_joint_5_rad
483
+ - right_arm_joint_6_rad
484
+ - left_gripper_open
485
+ - right_gripper_open
486
+ action:
487
+ dtype: float32
488
+ shape:
489
+ - 14
490
+ names:
491
+ - left_arm_joint_1_rad
492
+ - left_arm_joint_2_rad
493
+ - left_arm_joint_3_rad
494
+ - left_arm_joint_4_rad
495
+ - left_arm_joint_5_rad
496
+ - left_arm_joint_6_rad
497
+ - right_arm_joint_1_rad
498
+ - right_arm_joint_2_rad
499
+ - right_arm_joint_3_rad
500
+ - right_arm_joint_4_rad
501
+ - right_arm_joint_5_rad
502
+ - right_arm_joint_6_rad
503
+ - left_gripper_open
504
+ - right_gripper_open
505
+ timestamp:
506
+ dtype: float32
507
+ shape:
508
+ - 1
509
+ names: null
510
+ frame_index:
511
+ dtype: int64
512
+ shape:
513
+ - 1
514
+ names: null
515
+ episode_index:
516
+ dtype: int64
517
+ shape:
518
+ - 1
519
+ names: null
520
+ index:
521
+ dtype: int64
522
+ shape:
523
+ - 1
524
+ names: null
525
+ task_index:
526
+ dtype: int64
527
+ shape:
528
+ - 1
529
+ names: null
530
+ subtask_annotation:
531
+ names: null
532
+ shape:
533
+ - 5
534
+ dtype: int32
535
+ scene_annotation:
536
+ names: null
537
+ shape:
538
+ - 1
539
+ dtype: int32
540
+ eef_sim_pose_state:
541
+ names:
542
+ - left_eef_pos_x
543
+ - left_eef_pos_y
544
+ - left_eef_pos_z
545
+ - left_eef_rot_x
546
+ - left_eef_rot_y
547
+ - left_eef_rot_z
548
+ - right_eef_pos_x
549
+ - right_eef_pos_y
550
+ - right_eef_pos_z
551
+ - right_eef_rot_x
552
+ - right_eef_rot_y
553
+ - right_eef_rot_z
554
+ shape:
555
+ - 12
556
+ dtype: float32
557
+ eef_sim_pose_action:
558
+ names:
559
+ - left_eef_pos_x
560
+ - left_eef_pos_y
561
+ - left_eef_pos_z
562
+ - left_eef_rot_x
563
+ - left_eef_rot_y
564
+ - left_eef_rot_z
565
+ - right_eef_pos_x
566
+ - right_eef_pos_y
567
+ - right_eef_pos_z
568
+ - right_eef_rot_x
569
+ - right_eef_rot_y
570
+ - right_eef_rot_z
571
+ shape:
572
+ - 12
573
+ dtype: float32
574
+ eef_direction_state:
575
+ names:
576
+ - left_eef_direction
577
+ - right_eef_direction
578
+ shape:
579
+ - 2
580
+ dtype: int32
581
+ eef_direction_action:
582
+ names:
583
+ - left_eef_direction
584
+ - right_eef_direction
585
+ shape:
586
+ - 2
587
+ dtype: int32
588
+ eef_velocity_state:
589
+ names:
590
+ - left_eef_velocity
591
+ - right_eef_velocity
592
+ shape:
593
+ - 2
594
+ dtype: int32
595
+ eef_velocity_action:
596
+ names:
597
+ - left_eef_velocity
598
+ - right_eef_velocity
599
+ shape:
600
+ - 2
601
+ dtype: int32
602
+ eef_acc_mag_state:
603
+ names:
604
+ - left_eef_acc_mag
605
+ - right_eef_acc_mag
606
+ shape:
607
+ - 2
608
+ dtype: int32
609
+ eef_acc_mag_action:
610
+ names:
611
+ - left_eef_acc_mag
612
+ - right_eef_acc_mag
613
+ shape:
614
+ - 2
615
+ dtype: int32
616
+ gripper_open_scale_state:
617
+ names:
618
+ - left_gripper_open_scale
619
+ - right_gripper_open_scale
620
+ shape:
621
+ - 2
622
+ dtype: float32
623
+ gripper_open_scale_action:
624
+ names:
625
+ - left_gripper_open_scale
626
+ - right_gripper_open_scale
627
+ shape:
628
+ - 2
629
+ dtype: float32
630
+ gripper_mode_state:
631
+ names:
632
+ - left_gripper_mode
633
+ - right_gripper_mode
634
+ shape:
635
+ - 2
636
+ dtype: int32
637
+ gripper_mode_action:
638
+ names:
639
+ - left_gripper_mode
640
+ - right_gripper_mode
641
+ shape:
642
+ - 2
643
+ dtype: int32
644
+ gripper_activity_state:
645
+ names:
646
+ - left_gripper_activity
647
+ - right_gripper_activity
648
+ shape:
649
+ - 2
650
+ dtype: int32
651
+ gripper_activity_action:
652
+ names:
653
+ - left_gripper_activity
654
+ - right_gripper_activity
655
+ shape:
656
+ - 2
657
+ dtype: int32
658
+
659
+ ```
660
+
661
+ ## Available Annotations
662
+
663
+ This dataset includes rich annotations to support diverse learning approaches:
664
+
665
+ - `eef_acc_mag_annotation.jsonl`
666
+ - `eef_direction_annotation.jsonl`
667
+ - `eef_velocity_annotation.jsonl`
668
+ - `gripper_activity_annotation.jsonl`
669
+ - `gripper_mode_annotation.jsonl`
670
+ - `scene_annotations.jsonl`
671
+ - `subtask_annotations.jsonl`
672
+
673
+
674
+ ## Dataset Tags
675
+
676
+ - `RoboCOIN`
677
+ - `LeRobot`
678
+
679
+
680
+ ## Authors
681
+
682
+ ### Contributors
683
+ This dataset is contributed by:-RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
684
+
685
+ ### Annotators
686
+ No annotator information available.
687
+
688
+ ## Links
689
+
690
+ - **Homepage:** [https://flagopen.github.io/RoboCOIN/](https://flagopen.github.io/RoboCOIN/)
691
+ - **Paper:** [https://arxiv.org/abs/2511.17441](https://arxiv.org/abs/2511.17441)
692
+ - **Repository:** [https://github.com/FlagOpen/RoboCOIN](https://github.com/FlagOpen/RoboCOIN)
693
+ ## Contact and Support
694
+
695
+ For questions, issues, or feedback regarding this dataset, please contact us.
696
+ ### Support
697
+ For technical support, please open an issue on our GitHub repository.
698
+
699
+ ## License
700
+
701
+ apache-2.0
702
+
703
+ ## Citation
704
+
705
+ If you use this dataset in your research, please cite:
706
+
707
+ ```bibtex
708
+ @article{robocoin,
709
+ title={RoboCOIN: An Open-Sourced Bimanual Robotic Data Collection for Integrated Manipulation},
710
+ author={Shihan Wu, Xuecheng Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin, Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang, Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie, Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian, Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong, He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang, Yonghua Lin, Zhongyuan Wang and Guocai Yao},
711
+ journal={arXiv preprint arXiv:2511.17441},
712
+ url = {https://arxiv.org/abs/2511.17441},
713
+ year={2025},
714
+ }
715
+
716
+ ```
717
+
718
+ ### Additional References
719
+
720
+ If you use this dataset, please also consider citing:
721
+ LeRobot Framework: https://github.com/huggingface/lerobot
722
+
723
+
724
+ ## Version Information
725
+
726
+ Initial Release
annotations/eef_acc_mag_annotation.jsonl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ {"eef_acc_mag_index": 0, "eef_acc_mag": "constant"}
2
+ {"eef_acc_mag_index": 1, "eef_acc_mag": "accelerating"}
3
+ {"eef_acc_mag_index": 2, "eef_acc_mag": "decelerating"}
annotations/eef_direction_annotation.jsonl ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {"eef_direction_index": 0, "eef_direction": "forward"}
2
+ {"eef_direction_index": 1, "eef_direction": "backward"}
3
+ {"eef_direction_index": 2, "eef_direction": "left"}
4
+ {"eef_direction_index": 3, "eef_direction": "right"}
5
+ {"eef_direction_index": 4, "eef_direction": "up"}
6
+ {"eef_direction_index": 5, "eef_direction": "down"}
7
+ {"eef_direction_index": 6, "eef_direction": "still"}
annotations/eef_velocity_annotation.jsonl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ {"eef_velocity_index": 0, "eef_velocity": "still"}
2
+ {"eef_velocity_index": 1, "eef_velocity": "slow"}
3
+ {"eef_velocity_index": 2, "eef_velocity": "fast"}
annotations/gripper_activity_annotation.jsonl ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {"gripper_activity_index": 0, "gripper_activity": "openning"}
2
+ {"gripper_activity_index": 1, "gripper_activity": "closing"}
3
+ {"gripper_activity_index": 2, "gripper_activity": "holding"}
4
+ {"gripper_activity_index": 3, "gripper_activity": "unknown"}
annotations/gripper_mode_annotation.jsonl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ {"gripper_mode_index": 0, "gripper_mode": "open"}
2
+ {"gripper_mode_index": 1, "gripper_mode": "closed"}
3
+ {"gripper_mode_index": 2, "gripper_mode": "unknown"}
annotations/scene_annotations.jsonl ADDED
@@ -0,0 +1,102 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"scene_index": 0, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
2
+ {"scene_index": 1, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
3
+ {"scene_index": 2, "scene": "The gray plate is in the front-right,Put the items on the table into the gray plate"}
4
+ {"scene_index": 3, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
5
+ {"scene_index": 4, "scene": "The gray plate is in the front-right,Put the items on the table into the gray plate"}
6
+ {"scene_index": 5, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
7
+ {"scene_index": 6, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
8
+ {"scene_index": 7, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
9
+ {"scene_index": 8, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
10
+ {"scene_index": 9, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
11
+ {"scene_index": 10, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
12
+ {"scene_index": 11, "scene": "The gray plate is in the front-left,Put the items on the table into the gray plate"}
13
+ {"scene_index": 12, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
14
+ {"scene_index": 13, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
15
+ {"scene_index": 14, "scene": "The graThe gray plate is in the back-right,Put the items on the table into the gray plate"}
16
+ {"scene_index": 15, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
17
+ {"scene_index": 16, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
18
+ {"scene_index": 17, "scene": "The gray plate is in the front-left,Put the items on the table into the gray plate"}
19
+ {"scene_index": 18, "scene": "The graThe gray plate is in the back-right,Put the items on the table into the gray plate"}
20
+ {"scene_index": 19, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
21
+ {"scene_index": 20, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
22
+ {"scene_index": 21, "scene": "The gray plate is in the front-right,Put the items on the table into the gray plate"}
23
+ {"scene_index": 22, "scene": "The gray plate is in the front-right,Put the items on the table into the gray plate"}
24
+ {"scene_index": 23, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
25
+ {"scene_index": 24, "scene": "The gray plate is in the front-right,Put the items on the table into the gray plate"}
26
+ {"scene_index": 25, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
27
+ {"scene_index": 26, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
28
+ {"scene_index": 27, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
29
+ {"scene_index": 28, "scene": "The gray plate is in the front-right,Put the items on the table into the gray plate"}
30
+ {"scene_index": 29, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
31
+ {"scene_index": 30, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
32
+ {"scene_index": 31, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
33
+ {"scene_index": 32, "scene": "The gray plate is in the front-left,Put the items on the table into the gray plate"}
34
+ {"scene_index": 33, "scene": "The gray plate is in the front-left,Put the items on the table into the gray plate"}
35
+ {"scene_index": 34, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
36
+ {"scene_index": 35, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
37
+ {"scene_index": 36, "scene": "The gray plate is in the front-right,Put the items on the table into the gray plate"}
38
+ {"scene_index": 37, "scene": "The gray plate is on the right,Put the items on the table into the gray plate"}
39
+ {"scene_index": 38, "scene": "The graThe gray plate is in the back-right,Put the items on the table into the gray plate"}
40
+ {"scene_index": 39, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
41
+ {"scene_index": 40, "scene": "The graThe gray plate is in the back-right,Put the items on the table into the gray plate"}
42
+ {"scene_index": 41, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
43
+ {"scene_index": 42, "scene": "The gray plate is in the front-right,Put the items on the table into the gray plate"}
44
+ {"scene_index": 43, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
45
+ {"scene_index": 44, "scene": "The gray plate is in the front-right,Put the items on the table into the gray plate"}
46
+ {"scene_index": 45, "scene": "The gray plate is in the back-left,Put the items on the table into the gray plate"}
47
+ {"scene_index": 46, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
48
+ {"scene_index": 47, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
49
+ {"scene_index": 48, "scene": "The gray plate is in the front-left,Put the items on the table into the gray plate"}
50
+ {"scene_index": 49, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
51
+ {"scene_index": 50, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
52
+ {"scene_index": 51, "scene": "The gray plate is in the front-left,Put the items on the table into the gray plate"}
53
+ {"scene_index": 52, "scene": "The gray plate is in the front-right,Put the items on the table into the gray plate"}
54
+ {"scene_index": 53, "scene": "The gray plate is in the front-right,Put the items on the table into the gray plate"}
55
+ {"scene_index": 54, "scene": "The gray plate is in the front-left,Put the items on the table into the gray plate"}
56
+ {"scene_index": 55, "scene": "The gray plate is in the front-right,Put the items on the table into the gray plate"}
57
+ {"scene_index": 56, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
58
+ {"scene_index": 57, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
59
+ {"scene_index": 58, "scene": "The gray plate is in the front-left,Put the items on the table into the gray plate"}
60
+ {"scene_index": 59, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
61
+ {"scene_index": 60, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
62
+ {"scene_index": 61, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
63
+ {"scene_index": 62, "scene": "The gray plate is in the front-right,Put the items on the table into the gray plate"}
64
+ {"scene_index": 63, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
65
+ {"scene_index": 64, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
66
+ {"scene_index": 65, "scene": "The grey plate is in the center,Put the items on the table into the gray plate"}
67
+ {"scene_index": 66, "scene": "The gray plate is in the front-left,Put the items on the table into the gray plate"}
68
+ {"scene_index": 67, "scene": "The grey plate is in the center,Put the items on the table into the gray plate"}
69
+ {"scene_index": 68, "scene": "The gray plate is in the front-left,Put the items on the table into the gray plate"}
70
+ {"scene_index": 69, "scene": "The gray plate is in the front-right,Put the items on the table into the gray plate"}
71
+ {"scene_index": 70, "scene": "The gray plate is in the front-left,Put the items on the table into the gray plate"}
72
+ {"scene_index": 71, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
73
+ {"scene_index": 72, "scene": "The gray plate is in the front-right,Put the items on the table into the gray plate"}
74
+ {"scene_index": 73, "scene": "The gray plate is in the front-left,Put the items on the table into the gray plate"}
75
+ {"scene_index": 74, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
76
+ {"scene_index": 75, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
77
+ {"scene_index": 76, "scene": "The gray plate is in the center,Put the items on the table into the gray plate"}
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