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Upload dataset Galaxea_R1_Lite_classify_object_three

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  1. README.md +656 -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 +64 -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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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_three
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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:** 197
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+ - **Total Frames:** 134891
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+ - **FPS:** 30
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+ - **Dataset Size:** 7.32 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 64 distinct subtasks:
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+
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+ 1. **Grasp the rubiks cube and put it in the left basket** (Index: 0)
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+ 2. **Place the tape in the center of the table** (Index: 1)
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+ 3. **Grasp the soft cleanser and put it in the left basket** (Index: 2)
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+ 4. **Grasp the back scratcher and put it in the left basket** (Index: 3)
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+ 5. **Grasp the apple and put it in the right basket** (Index: 4)
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+ 6. **Grasp the yellow marker and put it in the left basket** (Index: 5)
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+ 7. **End** (Index: 6)
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+ 8. **Grasp the white eraser and put it in the left basket** (Index: 7)
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+ 9. **Grasp the power strip 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 cleaning agent and put it in the left basket** (Index: 10)
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+ 12. **Grasp the blue marker pen and put it in the right basket** (Index: 11)
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+ 13. **Grasp the soda water and put it in the right basket** (Index: 12)
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+ 14. **Grasp the spoon and put it in the left basket** (Index: 13)
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+ 15. **Grasp the duck toys and put it in the left basket** (Index: 14)
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+ 16. **Grasp the blue marker pen and put it in the left basket** (Index: 15)
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+ 17. **Grasp the shampoo 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 brown plate and put it in the left basket** (Index: 18)
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+ 20. **Grasp the cookie and put it in the right basket** (Index: 19)
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+ 21. **Grasp the yellow cake and put it in the right basket** (Index: 20)
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+ 22. **Grasp the shower sphere 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 compass and put it in the left basket** (Index: 23)
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+ 25. **Grasp the round bread and put it in the right basket** (Index: 24)
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+ 26. **Grasp the lemon and put it in the right basket** (Index: 25)
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+ 27. **Grasp the egg yolk pastry and put it in the right basket** (Index: 26)
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+ 28. **Grasp the soap and put it in the left basket** (Index: 27)
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+ 29. **Grasp the washing liquid and put it in the left basket** (Index: 28)
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+ 30. **Grasp the hard cleanser and put it in the left basket** (Index: 29)
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+ 31. **Grasp the milk and put it in the right basket** (Index: 30)
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+ 32. **Grasp the black marker and put it in the left basket** (Index: 31)
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+ 33. **Grasp the banana and put it in the right basket** (Index: 32)
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+ 34. **Grasp the black glass cup and put it in the left basket** (Index: 33)
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+ 35. **Grasp the blue marker and put it in the right basket** (Index: 34)
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+ 36. **Grasp the bath ball and put it in the left basket** (Index: 35)
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+ 37. **Abnormal** (Index: 36)
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+ 38. **Grasp the peeler and put it in the left basket** (Index: 37)
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+ 39. **Grasp the brown towel and put it in the left basket** (Index: 38)
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+ 40. **Grasp the peach and put it in the right basket** (Index: 39)
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+ 41. **Grasp the tea cup and put it in the left basket** (Index: 40)
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+ 42. **Grasp the brush and put it in the left basket** (Index: 41)
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+ 43. **Grasp the chocolate and put it in the right basket** (Index: 42)
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+ 44. **Grasp the grey towel and put it in the left basket** (Index: 43)
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+ 45. **Place the peach doll in the center of the table** (Index: 44)
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+ 46. **Grasp the rubiks cube and put it in the right basket** (Index: 45)
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+ 47. **Grasp the tape and put it in the left basket** (Index: 46)
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+ 48. **Grasp the bread slice and put it in the right basket** (Index: 47)
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+ 49. **Grasp the glasses case and put it in the left basket** (Index: 48)
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+ 50. **Grasp the soda water and put it in the left basket** (Index: 49)
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+ 51. **Grasp the peach doll and put it in the right basket** (Index: 50)
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+ 52. **Grasp the blue cup and put it in the left basket** (Index: 51)
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+ 53. **Grasp the spoon and put it in the right 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 glasses case and put it in the right basket** (Index: 55)
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+ 57. **Grasp the long bread and put it in the right basket** (Index: 56)
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+ 58. **Grasp the yogurt and put it in the right basket** (Index: 57)
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+ 59. **Grasp the potato chips and put it in the right basket** (Index: 58)
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+ 60. **Grasp the can and put it in the right basket** (Index: 59)
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+ 61. **Grasp the long bread and put it in the left basket** (Index: 60)
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+ 62. **Grasp the yellow duck and put it in the left basket** (Index: 61)
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+ 63. **Grasp the coke and put it in the right basket** (Index: 62)
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+ 64. **null** (Index: 63)
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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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+
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+
187
+ ### Sensors
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+
189
+ - `cam_head_left_rgb`
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+
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+ - `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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+
197
+
198
+
199
+
200
+ ### Camera Information
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+
202
+
203
+ - `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 |
229
+ |--------|-------|
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+ | **Total Episodes** | 197 |
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+ | **Total Frames** | 134891 |
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+ | **Total Tasks** | 64 |
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+ | **Total Videos** | 788 |
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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** | 7.32 GB |
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+
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+
243
+ ## Data Splits
244
+
245
+ The dataset is organized into the following splits:
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+
247
+ - **Training**: Episodes 0:196
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+
249
+
250
+ ## Dataset Structure
251
+
252
+ This dataset follows the LeRobot format and contains the following components:
253
+
254
+ ### Data Files
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+ - **Videos**: Compressed video files containing RGB camera observations
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+ - **State Data**: Robot joint positions, velocities, and other state information
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+ - **Action Data**: Robot action commands and trajectories
258
+ - **Metadata**: Episode metadata, timestamps, and annotations
259
+
260
+ ### File Organization
261
+ - **Data Path Pattern**: `data/chunk-{id}/episode_{id}.parquet`
262
+ - **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)
264
+ of size 1000
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+
266
+ ### Data Structure (Tree)
267
+
268
+ ```
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+ Galaxea_R1_Lite_classify_object_three_qced_hardlink/
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+ |-- annotations
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+ | |-- eef_acc_mag_annotation.jsonl
272
+ | |-- eef_direction_annotation.jsonl
273
+ | |-- eef_velocity_annotation.jsonl
274
+ | |-- gripper_activity_annotation.jsonl
275
+ | |-- gripper_mode_annotation.jsonl
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+ | |-- scene_annotations.jsonl
277
+ | `-- subtask_annotations.jsonl
278
+ |-- data
279
+ | `-- chunk-000
280
+ | |-- episode_000000.parquet
281
+ | |-- episode_000001.parquet
282
+ | |-- episode_000002.parquet
283
+ | |-- episode_000003.parquet
284
+ | |-- episode_000004.parquet
285
+ | |-- episode_000005.parquet
286
+ | |-- episode_000006.parquet
287
+ | |-- episode_000007.parquet
288
+ | |-- episode_000008.parquet
289
+ | |-- episode_000009.parquet
290
+ | |-- episode_000010.parquet
291
+ | `-- episode_000011.parquet
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+ | `-- ... (185 more entries)
293
+ |-- meta
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+ | |-- episodes.jsonl
295
+ | |-- episodes_stats.jsonl
296
+ | |-- info.json
297
+ | `-- tasks.jsonl
298
+ |-- videos
299
+ | `-- chunk-000
300
+ | |-- observation.images.cam_head_left_rgb
301
+ | |-- observation.images.cam_head_right_rgb
302
+ | |-- observation.images.cam_left_wrist_rgb
303
+ | `-- observation.images.cam_right_wrist_rgb
304
+ |-- info.yaml
305
+ `-- README.md
306
+ ```
307
+
308
+ ## Camera Views
309
+
310
+
311
+
312
+
313
+
314
+
315
+ This dataset includes 4 camera views: `cam_head_left_rgb`, `cam_head_right_rgb`, `cam_left_wrist_rgb`, `cam_right_wrist_rgb`.
316
+
317
+
318
+ ## Features (Full YAML)
319
+
320
+ ```yaml
321
+ observation.images.cam_head_left_rgb:
322
+ dtype: video
323
+ shape:
324
+ - 720
325
+ - 1280
326
+ - 3
327
+ names:
328
+ - height
329
+ - width
330
+ - channels
331
+ info:
332
+ video.height: 720
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+ video.width: 1280
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+ video.codec: av1
335
+ 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:
341
+ dtype: video
342
+ shape:
343
+ - 720
344
+ - 1280
345
+ - 3
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+ names:
347
+ - height
348
+ - width
349
+ - channels
350
+ info:
351
+ video.height: 720
352
+ video.width: 1280
353
+ video.codec: av1
354
+ video.pix_fmt: yuv420p
355
+ video.is_depth_map: false
356
+ video.fps: 30
357
+ video.channels: 3
358
+ has_audio: false
359
+ observation.images.cam_left_wrist_rgb:
360
+ dtype: video
361
+ shape:
362
+ - 720
363
+ - 1280
364
+ - 3
365
+ names:
366
+ - height
367
+ - width
368
+ - channels
369
+ info:
370
+ video.height: 720
371
+ video.width: 1280
372
+ video.codec: av1
373
+ video.pix_fmt: yuv420p
374
+ video.is_depth_map: false
375
+ video.fps: 30
376
+ video.channels: 3
377
+ has_audio: false
378
+ observation.images.cam_right_wrist_rgb:
379
+ dtype: video
380
+ shape:
381
+ - 720
382
+ - 1280
383
+ - 3
384
+ names:
385
+ - height
386
+ - width
387
+ - channels
388
+ info:
389
+ video.height: 720
390
+ video.width: 1280
391
+ video.codec: av1
392
+ video.pix_fmt: yuv420p
393
+ video.is_depth_map: false
394
+ video.fps: 30
395
+ video.channels: 3
396
+ has_audio: false
397
+ observation.state:
398
+ dtype: float32
399
+ shape:
400
+ - 14
401
+ names:
402
+ - left_arm_joint_1_rad
403
+ - left_arm_joint_2_rad
404
+ - left_arm_joint_3_rad
405
+ - left_arm_joint_4_rad
406
+ - left_arm_joint_5_rad
407
+ - left_arm_joint_6_rad
408
+ - right_arm_joint_1_rad
409
+ - right_arm_joint_2_rad
410
+ - right_arm_joint_3_rad
411
+ - right_arm_joint_4_rad
412
+ - right_arm_joint_5_rad
413
+ - right_arm_joint_6_rad
414
+ - left_gripper_open
415
+ - right_gripper_open
416
+ action:
417
+ dtype: float32
418
+ shape:
419
+ - 14
420
+ names:
421
+ - left_arm_joint_1_rad
422
+ - left_arm_joint_2_rad
423
+ - left_arm_joint_3_rad
424
+ - left_arm_joint_4_rad
425
+ - left_arm_joint_5_rad
426
+ - left_arm_joint_6_rad
427
+ - right_arm_joint_1_rad
428
+ - right_arm_joint_2_rad
429
+ - right_arm_joint_3_rad
430
+ - right_arm_joint_4_rad
431
+ - right_arm_joint_5_rad
432
+ - right_arm_joint_6_rad
433
+ - left_gripper_open
434
+ - right_gripper_open
435
+ timestamp:
436
+ dtype: float32
437
+ shape:
438
+ - 1
439
+ names: null
440
+ frame_index:
441
+ dtype: int64
442
+ shape:
443
+ - 1
444
+ names: null
445
+ episode_index:
446
+ dtype: int64
447
+ shape:
448
+ - 1
449
+ names: null
450
+ index:
451
+ dtype: int64
452
+ shape:
453
+ - 1
454
+ names: null
455
+ task_index:
456
+ dtype: int64
457
+ shape:
458
+ - 1
459
+ names: null
460
+ subtask_annotation:
461
+ names: null
462
+ shape:
463
+ - 5
464
+ dtype: int32
465
+ scene_annotation:
466
+ names: null
467
+ shape:
468
+ - 1
469
+ dtype: int32
470
+ eef_sim_pose_state:
471
+ names:
472
+ - left_eef_pos_x
473
+ - left_eef_pos_y
474
+ - left_eef_pos_z
475
+ - left_eef_rot_x
476
+ - left_eef_rot_y
477
+ - left_eef_rot_z
478
+ - right_eef_pos_x
479
+ - right_eef_pos_y
480
+ - right_eef_pos_z
481
+ - right_eef_rot_x
482
+ - right_eef_rot_y
483
+ - right_eef_rot_z
484
+ shape:
485
+ - 12
486
+ dtype: float32
487
+ eef_sim_pose_action:
488
+ names:
489
+ - left_eef_pos_x
490
+ - left_eef_pos_y
491
+ - left_eef_pos_z
492
+ - left_eef_rot_x
493
+ - left_eef_rot_y
494
+ - left_eef_rot_z
495
+ - right_eef_pos_x
496
+ - right_eef_pos_y
497
+ - right_eef_pos_z
498
+ - right_eef_rot_x
499
+ - right_eef_rot_y
500
+ - right_eef_rot_z
501
+ shape:
502
+ - 12
503
+ dtype: float32
504
+ eef_direction_state:
505
+ names:
506
+ - left_eef_direction
507
+ - right_eef_direction
508
+ shape:
509
+ - 2
510
+ dtype: int32
511
+ eef_direction_action:
512
+ names:
513
+ - left_eef_direction
514
+ - right_eef_direction
515
+ shape:
516
+ - 2
517
+ dtype: int32
518
+ eef_velocity_state:
519
+ names:
520
+ - left_eef_velocity
521
+ - right_eef_velocity
522
+ shape:
523
+ - 2
524
+ dtype: int32
525
+ eef_velocity_action:
526
+ names:
527
+ - left_eef_velocity
528
+ - right_eef_velocity
529
+ shape:
530
+ - 2
531
+ dtype: int32
532
+ eef_acc_mag_state:
533
+ names:
534
+ - left_eef_acc_mag
535
+ - right_eef_acc_mag
536
+ shape:
537
+ - 2
538
+ dtype: int32
539
+ eef_acc_mag_action:
540
+ names:
541
+ - left_eef_acc_mag
542
+ - right_eef_acc_mag
543
+ shape:
544
+ - 2
545
+ dtype: int32
546
+ gripper_open_scale_state:
547
+ names:
548
+ - left_gripper_open_scale
549
+ - right_gripper_open_scale
550
+ shape:
551
+ - 2
552
+ dtype: float32
553
+ gripper_open_scale_action:
554
+ names:
555
+ - left_gripper_open_scale
556
+ - right_gripper_open_scale
557
+ shape:
558
+ - 2
559
+ dtype: float32
560
+ gripper_mode_state:
561
+ names:
562
+ - left_gripper_mode
563
+ - right_gripper_mode
564
+ shape:
565
+ - 2
566
+ dtype: int32
567
+ gripper_mode_action:
568
+ names:
569
+ - left_gripper_mode
570
+ - right_gripper_mode
571
+ shape:
572
+ - 2
573
+ dtype: int32
574
+ gripper_activity_state:
575
+ names:
576
+ - left_gripper_activity
577
+ - right_gripper_activity
578
+ shape:
579
+ - 2
580
+ dtype: int32
581
+ gripper_activity_action:
582
+ names:
583
+ - left_gripper_activity
584
+ - right_gripper_activity
585
+ shape:
586
+ - 2
587
+ dtype: int32
588
+
589
+ ```
590
+
591
+ ## Available Annotations
592
+
593
+ This dataset includes rich annotations to support diverse learning approaches:
594
+
595
+ - `eef_acc_mag_annotation.jsonl`
596
+ - `eef_direction_annotation.jsonl`
597
+ - `eef_velocity_annotation.jsonl`
598
+ - `gripper_activity_annotation.jsonl`
599
+ - `gripper_mode_annotation.jsonl`
600
+ - `scene_annotations.jsonl`
601
+ - `subtask_annotations.jsonl`
602
+
603
+
604
+ ## Dataset Tags
605
+
606
+ - `RoboCOIN`
607
+ - `LeRobot`
608
+
609
+
610
+ ## Authors
611
+
612
+ ### Contributors
613
+ This dataset is contributed by:-RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
614
+
615
+ ### Annotators
616
+ No annotator information available.
617
+
618
+ ## Links
619
+
620
+ - **Homepage:** [https://flagopen.github.io/RoboCOIN/](https://flagopen.github.io/RoboCOIN/)
621
+ - **Paper:** [https://arxiv.org/abs/2511.17441](https://arxiv.org/abs/2511.17441)
622
+ - **Repository:** [https://github.com/FlagOpen/RoboCOIN](https://github.com/FlagOpen/RoboCOIN)
623
+ ## Contact and Support
624
+
625
+ For questions, issues, or feedback regarding this dataset, please contact us.
626
+ ### Support
627
+ For technical support, please open an issue on our GitHub repository.
628
+
629
+ ## License
630
+
631
+ apache-2.0
632
+
633
+ ## Citation
634
+
635
+ If you use this dataset in your research, please cite:
636
+
637
+ ```bibtex
638
+ @article{robocoin,
639
+ title={RoboCOIN: An Open-Sourced Bimanual Robotic Data Collection for Integrated Manipulation},
640
+ 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},
641
+ journal={arXiv preprint arXiv:2511.17441},
642
+ url = {https://arxiv.org/abs/2511.17441},
643
+ year={2025},
644
+ }
645
+
646
+ ```
647
+
648
+ ### Additional References
649
+
650
+ If you use this dataset, please also consider citing:
651
+ LeRobot Framework: https://github.com/huggingface/lerobot
652
+
653
+
654
+ ## Version Information
655
+
656
+ 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
+ {"scene_index": 84, "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."}
86
+ {"scene_index": 85, "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."}
87
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annotations/subtask_annotations.jsonl ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"subtask_index": 0, "subtask": "Grasp the rubiks cube and put it in the left basket"}
2
+ {"subtask_index": 1, "subtask": "Place the tape in the center of the table"}
3
+ {"subtask_index": 2, "subtask": "Grasp the soft cleanser and put it in the left basket"}
4
+ {"subtask_index": 3, "subtask": "Grasp the back scratcher and put it in the left basket"}
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+ {"subtask_index": 4, "subtask": "Grasp the apple and put it in the right basket"}
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+ {"subtask_index": 5, "subtask": "Grasp the yellow marker and put it in the left basket"}
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+ {"subtask_index": 6, "subtask": "End"}
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+ {"subtask_index": 36, "subtask": "Abnormal"}
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+ {"subtask_index": 62, "subtask": "Grasp the coke and put it in the right basket"}
64
+ {"subtask_index": 63, "subtask": "null"}
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