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Upload dataset Galaxea_R1_Lite_classify_object_four

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  1. README.md +659 -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 +200 -0
  8. annotations/subtask_annotations.jsonl +67 -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
  12. data/chunk-000/episode_000003.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_classify_object_four
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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:** 191
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+ - **Total Frames:** 153386
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+ - **FPS:** 30
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+ - **Dataset Size:** 8.39 GB
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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:** `commercial_convenience->supermarket`
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+ - **Objects:** `brown_basket(unknown)`,
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+ `yellow_basket(unknown)`,
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+ `any_fruits(unknown)`,
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+ `any_vegetables(unknown)`,
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+ `any_snacks(unknown)`,
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+ `any_bread(unknown)`
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+
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+ - **Task Description:** place the food in the right basket with the right gripper, and place the non food items in the left basket with the left gripper.
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+
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+
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+ ### Primary Task Instruction
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+ > place the food in the right basket with the right gripper, and place the non food items in the left basket with the left gripper.
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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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+ `commercial_convenience->supermarket`
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+
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+ ### Objects
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+ - `brown_basket(unknown)`
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+ - `yellow_basket(unknown)`
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+ - `any_fruits(unknown)`
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+ - `any_vegetables(unknown)`
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+ - `any_snacks(unknown)`
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+ - `any_bread(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:** `place the food in the right basket with the right gripper, and place the non food items in the left basket with the left gripper.`
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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 67 distinct subtasks:
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+
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+ 1. **Grasp the potato chips and put it in the left basket** (Index: 0)
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+ 2. **Grasp the mineral water and put it in the right basket** (Index: 1)
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+ 3. **Grasp the rubiks cube and put it in the left basket** (Index: 2)
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+ 4. **Grasp the waffle and put it in the right basket** (Index: 3)
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+ 5. **Grasp the soft cleanser and put it in the left basket** (Index: 4)
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+ 6. **Grasp the back scratcher and put it in the left basket** (Index: 5)
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+ 7. **Grasp the apple and put it in the right basket** (Index: 6)
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+ 8. **End** (Index: 7)
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+ 9. **Grasp the white eraser and put it in the left basket** (Index: 8)
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+ 10. **Grasp the square chewing gum and put it in the right basket** (Index: 9)
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+ 11. **Grasp the power strip and put it in the left basket** (Index: 10)
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+ 12. **Grasp the green lemon and put it in the right basket** (Index: 11)
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+ 13. **Grasp the coke and put it in the right basket** (Index: 12)
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+ 14. **Grasp the cleaning agent and put it in the left basket** (Index: 13)
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+ 15. **Grasp the soda water and put it in the right basket** (Index: 14)
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+ 16. **Grasp the spoon and put it in the left basket** (Index: 15)
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+ 17. **Grasp the duck toys and put it in the left basket** (Index: 16)
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+ 18. **Grasp the triangle cake and put it in the right basket** (Index: 17)
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+ 19. **Grasp the cookie and put it in the right basket** (Index: 18)
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+ 20. **Grasp the yellow cake and put it in the right basket** (Index: 19)
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+ 21. **Grasp the shower sphere and put it in the left basket** (Index: 20)
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+ 22. **Grasp the compass and put it in the left basket** (Index: 21)
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+ 23. **Grasp the orange and put it in the right basket** (Index: 22)
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+ 24. **Grasp the broom and put it in the left basket** (Index: 23)
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+ 25. **Grasp the back scratcher and put it in the right basket** (Index: 24)
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+ 26. **Grasp the ballpoint pen and put it in the left basket** (Index: 25)
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+ 27. **Grasp the round bread and put it in the right basket** (Index: 26)
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+ 28. **Grasp the egg yolk pastry and put it in the right basket** (Index: 27)
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+ 29. **Grasp the soap and put it in the left basket** (Index: 28)
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+ 30. **Grasp the washing liquid and put it in the left basket** (Index: 29)
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+ 31. **Grasp the hard cleanser and put it in the left basket** (Index: 30)
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+ 32. **Grasp the milk and put it in the right basket** (Index: 31)
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+ 33. **Grasp the black marker and put it in the left basket** (Index: 32)
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+ 34. **Grasp the banana and put it in the right basket** (Index: 33)
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+ 35. **Grasp the can and put it in the left basket** (Index: 34)
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+ 36. **Grasp the black glass cup and put it in the left basket** (Index: 35)
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+ 37. **Grasp the brush and put it in the left basket** (Index: 36)
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+ 38. **Grasp the bath ball and put it in the left basket** (Index: 37)
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+ 39. **Grasp the blue towel and put it in the left basket** (Index: 38)
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+ 40. **Grasp the peeler and put it in the left basket** (Index: 39)
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+ 41. **Grasp the brown towel and put it in the left basket** (Index: 40)
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+ 42. **Grasp the peach and put it in the right basket** (Index: 41)
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+ 43. **Grasp the tea cup and put it in the left basket** (Index: 42)
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+ 44. **Grasp the round bread and put it in the left basket** (Index: 43)
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+ 45. **Grasp the chocolate and put it in the right basket** (Index: 44)
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+ 46. **Grasp the grey towel and put it in the left basket** (Index: 45)
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+ 47. **Grasp the canned cola and put it in the right basket** (Index: 46)
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+ 48. **Grasp the tape and put it in the left basket** (Index: 47)
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+ 49. **Grasp the bread slice and put it in the right basket** (Index: 48)
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+ 50. **Grasp the glasses case and put it in the left basket** (Index: 49)
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+ 51. **Grasp the triangle cake and put it in the left basket** (Index: 50)
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+ 52. **Grasp the peach doll and put it in the right basket** (Index: 51)
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+ 53. **Grasp the blue cup and put it in the left basket** (Index: 52)
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+ 54. **Grasp the pen container and put it in the left basket** (Index: 53)
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+ 55. **Grasp the red duck and put it in the left basket** (Index: 54)
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+ 56. **Grasp the long bread and put it in the right basket** (Index: 55)
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+ 57. **Grasp the yogurt and put it in the right basket** (Index: 56)
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+ 58. **Grasp the potato chips and put it in the right basket** (Index: 57)
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+ 59. **Grasp the can and put it in the right basket** (Index: 58)
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+ 60. **Grasp the egg beater and put it in the right basket** (Index: 59)
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+ 61. **Place the cookie in the center of the table** (Index: 60)
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+ 62. **Grasp the square chewing gum and put it in the left basket** (Index: 61)
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+ 63. **Grasp the ad milk and put it in the right basket** (Index: 62)
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+ 64. **Grasp the detergent and put it in the left basket** (Index: 63)
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+ 65. **Grasp the yellow duck and put it in the left basket** (Index: 64)
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+ 66. **Grasp the blue marker and put it in the left basket** (Index: 65)
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+ 67. **null** (Index: 66)
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+
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+
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+ ### Atomic Actions
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+ - `grasp`
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+ - `pick`
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+ - `place`
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+
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+
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+ ## Hardware and Sensors
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+
189
+
190
+ ### Sensors
191
+
192
+ - `cam_head_left_rgb`
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+
194
+ - `cam_head_right_rgb`
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+
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+ - `cam_left_wrist_rgb`
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+
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+ - `cam_right_wrist_rgb`
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+
200
+
201
+
202
+
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+ ### Camera Information
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+
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+
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+ - `cam_head_left_rgb`: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1, pix_fmt=yuv420p
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+
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+ - `cam_head_right_rgb`: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1, pix_fmt=yuv420p
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+
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+ - `cam_left_wrist_rgb`: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1, pix_fmt=yuv420p
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+
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+ - `cam_right_wrist_rgb`: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1, pix_fmt=yuv420p
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+
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+
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+
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+
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+ ### Coordinate System
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+ - **Definition:** `right-hand-frame`
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+
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+
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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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+
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+
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+
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+
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+ ## Dataset Statistics
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+
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+ | Metric | Value |
232
+ |--------|-------|
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+ | **Total Episodes** | 191 |
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+ | **Total Frames** | 153386 |
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+ | **Total Tasks** | 67 |
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+ | **Total Videos** | 764 |
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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** | 8.39 GB |
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+
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+
246
+ ## Data Splits
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+
248
+ The dataset is organized into the following splits:
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+
250
+ - **Training**: Episodes 0:190
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+
252
+
253
+ ## Dataset Structure
254
+
255
+ This dataset follows the LeRobot format and contains the following components:
256
+
257
+ ### Data Files
258
+ - **Videos**: Compressed video files containing RGB camera observations
259
+ - **State Data**: Robot joint positions, velocities, and other state information
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+ - **Action Data**: Robot action commands and trajectories
261
+ - **Metadata**: Episode metadata, timestamps, and annotations
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+
263
+ ### 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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+
269
+ ### Data Structure (Tree)
270
+
271
+ ```
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+ Galaxea_R1_Lite_classify_object_four_qced_hardlink/
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+ |-- annotations
274
+ | |-- eef_acc_mag_annotation.jsonl
275
+ | |-- eef_direction_annotation.jsonl
276
+ | |-- eef_velocity_annotation.jsonl
277
+ | |-- gripper_activity_annotation.jsonl
278
+ | |-- gripper_mode_annotation.jsonl
279
+ | |-- scene_annotations.jsonl
280
+ | `-- subtask_annotations.jsonl
281
+ |-- data
282
+ | `-- chunk-000
283
+ | |-- episode_000000.parquet
284
+ | |-- episode_000001.parquet
285
+ | |-- episode_000002.parquet
286
+ | |-- episode_000003.parquet
287
+ | |-- episode_000004.parquet
288
+ | |-- episode_000005.parquet
289
+ | |-- episode_000006.parquet
290
+ | |-- episode_000007.parquet
291
+ | |-- episode_000008.parquet
292
+ | |-- episode_000009.parquet
293
+ | |-- episode_000010.parquet
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+ | `-- episode_000011.parquet
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+ | `-- ... (179 more entries)
296
+ |-- meta
297
+ | |-- episodes.jsonl
298
+ | |-- episodes_stats.jsonl
299
+ | |-- info.json
300
+ | `-- tasks.jsonl
301
+ |-- videos
302
+ | `-- chunk-000
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+ | |-- observation.images.cam_head_left_rgb
304
+ | |-- observation.images.cam_head_right_rgb
305
+ | |-- observation.images.cam_left_wrist_rgb
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+ | `-- observation.images.cam_right_wrist_rgb
307
+ |-- info.yaml
308
+ `-- README.md
309
+ ```
310
+
311
+ ## Camera Views
312
+
313
+
314
+
315
+
316
+
317
+
318
+ This dataset includes 4 camera views: `cam_head_left_rgb`, `cam_head_right_rgb`, `cam_left_wrist_rgb`, `cam_right_wrist_rgb`.
319
+
320
+
321
+ ## Features (Full YAML)
322
+
323
+ ```yaml
324
+ observation.images.cam_head_left_rgb:
325
+ dtype: video
326
+ shape:
327
+ - 720
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+ - 1280
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+ - 3
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+ names:
331
+ - height
332
+ - width
333
+ - channels
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+ info:
335
+ video.height: 720
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+ video.width: 1280
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+ video.codec: av1
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+ video.pix_fmt: yuv420p
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+ video.is_depth_map: false
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+ video.fps: 30
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+ video.channels: 3
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+ has_audio: false
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+ observation.images.cam_head_right_rgb:
344
+ dtype: video
345
+ shape:
346
+ - 720
347
+ - 1280
348
+ - 3
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+ names:
350
+ - height
351
+ - width
352
+ - channels
353
+ info:
354
+ video.height: 720
355
+ video.width: 1280
356
+ video.codec: av1
357
+ video.pix_fmt: yuv420p
358
+ video.is_depth_map: false
359
+ video.fps: 30
360
+ video.channels: 3
361
+ has_audio: false
362
+ observation.images.cam_left_wrist_rgb:
363
+ dtype: video
364
+ shape:
365
+ - 720
366
+ - 1280
367
+ - 3
368
+ names:
369
+ - height
370
+ - width
371
+ - channels
372
+ info:
373
+ video.height: 720
374
+ video.width: 1280
375
+ video.codec: av1
376
+ video.pix_fmt: yuv420p
377
+ video.is_depth_map: false
378
+ video.fps: 30
379
+ video.channels: 3
380
+ has_audio: false
381
+ observation.images.cam_right_wrist_rgb:
382
+ dtype: video
383
+ shape:
384
+ - 720
385
+ - 1280
386
+ - 3
387
+ names:
388
+ - height
389
+ - width
390
+ - channels
391
+ info:
392
+ video.height: 720
393
+ video.width: 1280
394
+ video.codec: av1
395
+ video.pix_fmt: yuv420p
396
+ video.is_depth_map: false
397
+ video.fps: 30
398
+ video.channels: 3
399
+ has_audio: false
400
+ observation.state:
401
+ dtype: float32
402
+ shape:
403
+ - 14
404
+ names:
405
+ - left_arm_joint_1_rad
406
+ - left_arm_joint_2_rad
407
+ - left_arm_joint_3_rad
408
+ - left_arm_joint_4_rad
409
+ - left_arm_joint_5_rad
410
+ - left_arm_joint_6_rad
411
+ - right_arm_joint_1_rad
412
+ - right_arm_joint_2_rad
413
+ - right_arm_joint_3_rad
414
+ - right_arm_joint_4_rad
415
+ - right_arm_joint_5_rad
416
+ - right_arm_joint_6_rad
417
+ - left_gripper_open
418
+ - right_gripper_open
419
+ action:
420
+ dtype: float32
421
+ shape:
422
+ - 14
423
+ names:
424
+ - left_arm_joint_1_rad
425
+ - left_arm_joint_2_rad
426
+ - left_arm_joint_3_rad
427
+ - left_arm_joint_4_rad
428
+ - left_arm_joint_5_rad
429
+ - left_arm_joint_6_rad
430
+ - right_arm_joint_1_rad
431
+ - right_arm_joint_2_rad
432
+ - right_arm_joint_3_rad
433
+ - right_arm_joint_4_rad
434
+ - right_arm_joint_5_rad
435
+ - right_arm_joint_6_rad
436
+ - left_gripper_open
437
+ - right_gripper_open
438
+ timestamp:
439
+ dtype: float32
440
+ shape:
441
+ - 1
442
+ names: null
443
+ frame_index:
444
+ dtype: int64
445
+ shape:
446
+ - 1
447
+ names: null
448
+ episode_index:
449
+ dtype: int64
450
+ shape:
451
+ - 1
452
+ names: null
453
+ index:
454
+ dtype: int64
455
+ shape:
456
+ - 1
457
+ names: null
458
+ task_index:
459
+ dtype: int64
460
+ shape:
461
+ - 1
462
+ names: null
463
+ subtask_annotation:
464
+ names: null
465
+ shape:
466
+ - 5
467
+ dtype: int32
468
+ scene_annotation:
469
+ names: null
470
+ shape:
471
+ - 1
472
+ dtype: int32
473
+ eef_sim_pose_state:
474
+ names:
475
+ - left_eef_pos_x
476
+ - left_eef_pos_y
477
+ - left_eef_pos_z
478
+ - left_eef_rot_x
479
+ - left_eef_rot_y
480
+ - left_eef_rot_z
481
+ - right_eef_pos_x
482
+ - right_eef_pos_y
483
+ - right_eef_pos_z
484
+ - right_eef_rot_x
485
+ - right_eef_rot_y
486
+ - right_eef_rot_z
487
+ shape:
488
+ - 12
489
+ dtype: float32
490
+ eef_sim_pose_action:
491
+ names:
492
+ - left_eef_pos_x
493
+ - left_eef_pos_y
494
+ - left_eef_pos_z
495
+ - left_eef_rot_x
496
+ - left_eef_rot_y
497
+ - left_eef_rot_z
498
+ - right_eef_pos_x
499
+ - right_eef_pos_y
500
+ - right_eef_pos_z
501
+ - right_eef_rot_x
502
+ - right_eef_rot_y
503
+ - right_eef_rot_z
504
+ shape:
505
+ - 12
506
+ dtype: float32
507
+ eef_direction_state:
508
+ names:
509
+ - left_eef_direction
510
+ - right_eef_direction
511
+ shape:
512
+ - 2
513
+ dtype: int32
514
+ eef_direction_action:
515
+ names:
516
+ - left_eef_direction
517
+ - right_eef_direction
518
+ shape:
519
+ - 2
520
+ dtype: int32
521
+ eef_velocity_state:
522
+ names:
523
+ - left_eef_velocity
524
+ - right_eef_velocity
525
+ shape:
526
+ - 2
527
+ dtype: int32
528
+ eef_velocity_action:
529
+ names:
530
+ - left_eef_velocity
531
+ - right_eef_velocity
532
+ shape:
533
+ - 2
534
+ dtype: int32
535
+ eef_acc_mag_state:
536
+ names:
537
+ - left_eef_acc_mag
538
+ - right_eef_acc_mag
539
+ shape:
540
+ - 2
541
+ dtype: int32
542
+ eef_acc_mag_action:
543
+ names:
544
+ - left_eef_acc_mag
545
+ - right_eef_acc_mag
546
+ shape:
547
+ - 2
548
+ dtype: int32
549
+ gripper_open_scale_state:
550
+ names:
551
+ - left_gripper_open_scale
552
+ - right_gripper_open_scale
553
+ shape:
554
+ - 2
555
+ dtype: float32
556
+ gripper_open_scale_action:
557
+ names:
558
+ - left_gripper_open_scale
559
+ - right_gripper_open_scale
560
+ shape:
561
+ - 2
562
+ dtype: float32
563
+ gripper_mode_state:
564
+ names:
565
+ - left_gripper_mode
566
+ - right_gripper_mode
567
+ shape:
568
+ - 2
569
+ dtype: int32
570
+ gripper_mode_action:
571
+ names:
572
+ - left_gripper_mode
573
+ - right_gripper_mode
574
+ shape:
575
+ - 2
576
+ dtype: int32
577
+ gripper_activity_state:
578
+ names:
579
+ - left_gripper_activity
580
+ - right_gripper_activity
581
+ shape:
582
+ - 2
583
+ dtype: int32
584
+ gripper_activity_action:
585
+ names:
586
+ - left_gripper_activity
587
+ - right_gripper_activity
588
+ shape:
589
+ - 2
590
+ dtype: int32
591
+
592
+ ```
593
+
594
+ ## Available Annotations
595
+
596
+ This dataset includes rich annotations to support diverse learning approaches:
597
+
598
+ - `eef_acc_mag_annotation.jsonl`
599
+ - `eef_direction_annotation.jsonl`
600
+ - `eef_velocity_annotation.jsonl`
601
+ - `gripper_activity_annotation.jsonl`
602
+ - `gripper_mode_annotation.jsonl`
603
+ - `scene_annotations.jsonl`
604
+ - `subtask_annotations.jsonl`
605
+
606
+
607
+ ## Dataset Tags
608
+
609
+ - `RoboCOIN`
610
+ - `LeRobot`
611
+
612
+
613
+ ## Authors
614
+
615
+ ### Contributors
616
+ This dataset is contributed by:-RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
617
+
618
+ ### Annotators
619
+ No annotator information available.
620
+
621
+ ## Links
622
+
623
+ - **Homepage:** [https://flagopen.github.io/RoboCOIN/](https://flagopen.github.io/RoboCOIN/)
624
+ - **Paper:** [https://arxiv.org/abs/2511.17441](https://arxiv.org/abs/2511.17441)
625
+ - **Repository:** [https://github.com/FlagOpen/RoboCOIN](https://github.com/FlagOpen/RoboCOIN)
626
+ ## Contact and Support
627
+
628
+ For questions, issues, or feedback regarding this dataset, please contact us.
629
+ ### Support
630
+ For technical support, please open an issue on our GitHub repository.
631
+
632
+ ## License
633
+
634
+ apache-2.0
635
+
636
+ ## Citation
637
+
638
+ If you use this dataset in your research, please cite:
639
+
640
+ ```bibtex
641
+ @article{robocoin,
642
+ title={RoboCOIN: An Open-Sourced Bimanual Robotic Data Collection for Integrated Manipulation},
643
+ 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},
644
+ journal={arXiv preprint arXiv:2511.17441},
645
+ url = {https://arxiv.org/abs/2511.17441},
646
+ year={2025},
647
+ }
648
+
649
+ ```
650
+
651
+ ### Additional References
652
+
653
+ If you use this dataset, please also consider citing:
654
+ LeRobot Framework: https://github.com/huggingface/lerobot
655
+
656
+
657
+ ## Version Information
658
+
659
+ 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 +1,200 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"scene_index": 0, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
2
+ {"scene_index": 1, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
3
+ {"scene_index": 2, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
4
+ {"scene_index": 3, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
5
+ {"scene_index": 4, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
6
+ {"scene_index": 5, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
7
+ {"scene_index": 6, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
8
+ {"scene_index": 7, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
9
+ {"scene_index": 8, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
10
+ {"scene_index": 9, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
11
+ {"scene_index": 10, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
12
+ {"scene_index": 11, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
13
+ {"scene_index": 12, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
14
+ {"scene_index": 13, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
15
+ {"scene_index": 14, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
16
+ {"scene_index": 15, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
17
+ {"scene_index": 16, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
18
+ {"scene_index": 17, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
19
+ {"scene_index": 18, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
20
+ {"scene_index": 19, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
21
+ {"scene_index": 20, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
22
+ {"scene_index": 21, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
23
+ {"scene_index": 22, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
24
+ {"scene_index": 23, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
25
+ {"scene_index": 24, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
26
+ {"scene_index": 25, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
27
+ {"scene_index": 26, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
28
+ {"scene_index": 27, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
29
+ {"scene_index": 28, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
30
+ {"scene_index": 29, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
31
+ {"scene_index": 30, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
32
+ {"scene_index": 31, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
33
+ {"scene_index": 32, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
34
+ {"scene_index": 33, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
35
+ {"scene_index": 34, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
36
+ {"scene_index": 35, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
37
+ {"scene_index": 36, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
38
+ {"scene_index": 37, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
39
+ {"scene_index": 38, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
40
+ {"scene_index": 39, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
41
+ {"scene_index": 40, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
42
+ {"scene_index": 41, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
43
+ {"scene_index": 42, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
44
+ {"scene_index": 43, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
45
+ {"scene_index": 44, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
46
+ {"scene_index": 45, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
47
+ {"scene_index": 46, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
48
+ {"scene_index": 47, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
49
+ {"scene_index": 48, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
50
+ {"scene_index": 49, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
51
+ {"scene_index": 50, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
52
+ {"scene_index": 51, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
53
+ {"scene_index": 52, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
54
+ {"scene_index": 53, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
55
+ {"scene_index": 54, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
56
+ {"scene_index": 55, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
57
+ {"scene_index": 56, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
58
+ {"scene_index": 57, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
59
+ {"scene_index": 58, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
60
+ {"scene_index": 59, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
61
+ {"scene_index": 60, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
62
+ {"scene_index": 61, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
63
+ {"scene_index": 62, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
64
+ {"scene_index": 63, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
65
+ {"scene_index": 64, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
66
+ {"scene_index": 65, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
67
+ {"scene_index": 66, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
68
+ {"scene_index": 67, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
69
+ {"scene_index": 68, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
70
+ {"scene_index": 69, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
71
+ {"scene_index": 70, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
72
+ {"scene_index": 71, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
73
+ {"scene_index": 72, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
74
+ {"scene_index": 73, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
75
+ {"scene_index": 74, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
76
+ {"scene_index": 75, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
77
+ {"scene_index": 76, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
78
+ {"scene_index": 77, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
79
+ {"scene_index": 78, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
80
+ {"scene_index": 79, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
81
+ {"scene_index": 80, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
82
+ {"scene_index": 81, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
83
+ {"scene_index": 82, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
84
+ {"scene_index": 83, "scene": "The left basket is in the front-left. The right basket is in the front-right. Put multiple items on the table into the basket."}
85
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annotations/subtask_annotations.jsonl ADDED
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1
+ {"subtask_index": 0, "subtask": "Grasp the potato chips and put it in the left basket"}
2
+ {"subtask_index": 1, "subtask": "Grasp the mineral water and put it in the right basket"}
3
+ {"subtask_index": 2, "subtask": "Grasp the rubiks cube and put it in the left basket"}
4
+ {"subtask_index": 3, "subtask": "Grasp the waffle and put it in the right basket"}
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+ {"subtask_index": 4, "subtask": "Grasp the soft cleanser and put it in the left basket"}
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+ {"subtask_index": 6, "subtask": "Grasp the apple and put it in the right basket"}
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+ {"subtask_index": 7, "subtask": "End"}
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+ {"subtask_index": 8, "subtask": "Grasp the white eraser and put it in the left basket"}
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+ {"subtask_index": 62, "subtask": "Grasp the ad milk and put it in the right basket"}
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+ {"subtask_index": 63, "subtask": "Grasp the detergent and put it in the left basket"}
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+ {"subtask_index": 64, "subtask": "Grasp the yellow duck and put it in the left basket"}
66
+ {"subtask_index": 65, "subtask": "Grasp the blue marker and put it in the left basket"}
67
+ {"subtask_index": 66, "subtask": "null"}
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