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Upload dataset Galaxea_R1_Lite_classify_object_five

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  1. README.md +650 -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 +58 -0
  9. data/chunk-000/episode_000000.parquet +3 -0
  10. data/chunk-000/episode_000001.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_five
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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:** 195
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+ - **Total Frames:** 160875
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+ - **FPS:** 30
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+ - **Dataset Size:** 8.91 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 58 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. **Grasp the waffle and put it in the right basket** (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. **End** (Index: 5)
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+ 7. **Grasp the white eraser and put it in the left basket** (Index: 6)
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+ 8. **Grasp the square chewing gum and put it in the right 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 cleaning agent and put it in the left basket** (Index: 9)
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+ 11. **Grasp the soda water and put it in the right basket** (Index: 10)
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+ 12. **Grasp the spoon and put it in the left basket** (Index: 11)
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+ 13. **Grasp the duck toys and put it in the left basket** (Index: 12)
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+ 14. **Grasp the triangle cake and put it in the right basket** (Index: 13)
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+ 15. **Grasp the compass and put it in the right basket** (Index: 14)
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+ 16. **Grasp the cookie and put it in the right basket** (Index: 15)
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+ 17. **Grasp the compass and put it in the left basket** (Index: 16)
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+ 18. **Grasp the orange and put it in the right basket** (Index: 17)
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+ 19. **Grasp the ballpoint pen and put it in the left basket** (Index: 18)
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+ 20. **Grasp the round bread and put it in the right basket** (Index: 19)
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+ 21. **Grasp the egg yolk pastry and put it in the right basket** (Index: 20)
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+ 22. **Grasp the lemon and put it in the right basket** (Index: 21)
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+ 23. **Grasp the soap and put it in the left basket** (Index: 22)
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+ 24. **Grasp the washing liquid and put it in the left basket** (Index: 23)
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+ 25. **Grasp the hard cleanser and put it in the left basket** (Index: 24)
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+ 26. **Grasp the milk and put it in the right basket** (Index: 25)
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+ 27. **Grasp the black marker and put it in the left basket** (Index: 26)
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+ 28. **Grasp the banana and put it in the right basket** (Index: 27)
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+ 29. **Grasp the black glass cup and put it in the left basket** (Index: 28)
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+ 30. **Grasp the brush and put it in the left basket** (Index: 29)
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+ 31. **Grasp the bath ball and put it in the left basket** (Index: 30)
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+ 32. **Grasp the blue towel and put it in the left basket** (Index: 31)
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+ 33. **Grasp the tea cup and put it in the left basket** (Index: 32)
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+ 34. **Grasp the peeler and put it in the left basket** (Index: 33)
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+ 35. **Grasp the brown towel and put it in the left basket** (Index: 34)
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+ 36. **Grasp the peach and put it in the right basket** (Index: 35)
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+ 37. **Abnormal** (Index: 36)
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+ 38. **Grasp the chocolate and put it in the right basket** (Index: 37)
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+ 39. **Grasp the grey towel and put it in the left basket** (Index: 38)
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+ 40. **Grasp the canned cola and put it in the right basket** (Index: 39)
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+ 41. **Grasp the tape and put it in the left basket** (Index: 40)
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+ 42. **Grasp the bread slice and put it in the right basket** (Index: 41)
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+ 43. **Grasp the tin and put it in the right basket** (Index: 42)
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+ 44. **Grasp the soap and put it in the right basket** (Index: 43)
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+ 45. **Grasp the glasses case and put it in the left basket** (Index: 44)
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+ 46. **Grasp the yellow duck and put it in the right basket** (Index: 45)
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+ 47. **Grasp the peach doll and put it in the right basket** (Index: 46)
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+ 48. **Grasp the blue cup and put it in the left basket** (Index: 47)
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+ 49. **Grasp the pen container and put it in the left basket** (Index: 48)
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+ 50. **Grasp the red duck and put it in the left basket** (Index: 49)
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+ 51. **Grasp the lime and put it in the right basket** (Index: 50)
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+ 52. **Grasp the long bread and put it in the right basket** (Index: 51)
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+ 53. **Grasp the yogurt and put it in the right basket** (Index: 52)
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+ 54. **Grasp the potato chips and put it in the right basket** (Index: 53)
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+ 55. **Grasp the can and put it in the right basket** (Index: 54)
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+ 56. **Grasp the ad milk and put it in the right basket** (Index: 55)
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+ 57. **Grasp the blue marker and put it in the left basket** (Index: 56)
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+ 58. **null** (Index: 57)
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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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+
180
+
181
+ ### Sensors
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+
183
+ - `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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+
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+
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+
193
+
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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 |
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+ |--------|-------|
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+ | **Total Episodes** | 195 |
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+ | **Total Frames** | 160875 |
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+ | **Total Tasks** | 58 |
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+ | **Total Videos** | 780 |
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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** | 8.91 GB |
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+
236
+
237
+ ## Data Splits
238
+
239
+ The dataset is organized into the following splits:
240
+
241
+ - **Training**: Episodes 0:194
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+
243
+
244
+ ## Dataset Structure
245
+
246
+ This dataset follows the LeRobot format and contains the following components:
247
+
248
+ ### Data Files
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+ - **Videos**: Compressed video files containing RGB camera observations
250
+ - **State Data**: Robot joint positions, velocities, and other state information
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+ - **Action Data**: Robot action commands and trajectories
252
+ - **Metadata**: Episode metadata, timestamps, and annotations
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+
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+ ### File Organization
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+ - **Data Path Pattern**: `data/chunk-{id}/episode_{id}.parquet`
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+ - **Video Path Pattern**: `videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}`
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+ - **Chunking**: Data is organized into 1 chunk(s)
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+ of size 1000
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+
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+ ### Data Structure (Tree)
261
+
262
+ ```
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+ Galaxea_R1_Lite_classify_object_five_qced_hardlink/
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+ |-- annotations
265
+ | |-- eef_acc_mag_annotation.jsonl
266
+ | |-- eef_direction_annotation.jsonl
267
+ | |-- eef_velocity_annotation.jsonl
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+ | |-- gripper_activity_annotation.jsonl
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+ | |-- gripper_mode_annotation.jsonl
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+ | |-- scene_annotations.jsonl
271
+ | `-- subtask_annotations.jsonl
272
+ |-- data
273
+ | `-- chunk-000
274
+ | |-- episode_000000.parquet
275
+ | |-- episode_000001.parquet
276
+ | |-- episode_000002.parquet
277
+ | |-- episode_000003.parquet
278
+ | |-- episode_000004.parquet
279
+ | |-- episode_000005.parquet
280
+ | |-- episode_000006.parquet
281
+ | |-- episode_000007.parquet
282
+ | |-- episode_000008.parquet
283
+ | |-- episode_000009.parquet
284
+ | |-- episode_000010.parquet
285
+ | `-- episode_000011.parquet
286
+ | `-- ... (183 more entries)
287
+ |-- meta
288
+ | |-- episodes.jsonl
289
+ | |-- episodes_stats.jsonl
290
+ | |-- info.json
291
+ | `-- tasks.jsonl
292
+ |-- videos
293
+ | `-- chunk-000
294
+ | |-- observation.images.cam_head_left_rgb
295
+ | |-- observation.images.cam_head_right_rgb
296
+ | |-- observation.images.cam_left_wrist_rgb
297
+ | `-- observation.images.cam_right_wrist_rgb
298
+ |-- info.yaml
299
+ `-- README.md
300
+ ```
301
+
302
+ ## Camera Views
303
+
304
+
305
+
306
+
307
+
308
+
309
+ This dataset includes 4 camera views: `cam_head_left_rgb`, `cam_head_right_rgb`, `cam_left_wrist_rgb`, `cam_right_wrist_rgb`.
310
+
311
+
312
+ ## Features (Full YAML)
313
+
314
+ ```yaml
315
+ observation.images.cam_head_left_rgb:
316
+ dtype: video
317
+ shape:
318
+ - 720
319
+ - 1280
320
+ - 3
321
+ names:
322
+ - height
323
+ - width
324
+ - channels
325
+ info:
326
+ video.height: 720
327
+ video.width: 1280
328
+ video.codec: av1
329
+ video.pix_fmt: yuv420p
330
+ video.is_depth_map: false
331
+ video.fps: 30
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+ video.channels: 3
333
+ has_audio: false
334
+ observation.images.cam_head_right_rgb:
335
+ dtype: video
336
+ shape:
337
+ - 720
338
+ - 1280
339
+ - 3
340
+ names:
341
+ - height
342
+ - width
343
+ - channels
344
+ info:
345
+ video.height: 720
346
+ video.width: 1280
347
+ video.codec: av1
348
+ video.pix_fmt: yuv420p
349
+ video.is_depth_map: false
350
+ video.fps: 30
351
+ video.channels: 3
352
+ has_audio: false
353
+ observation.images.cam_left_wrist_rgb:
354
+ dtype: video
355
+ shape:
356
+ - 720
357
+ - 1280
358
+ - 3
359
+ names:
360
+ - height
361
+ - width
362
+ - channels
363
+ info:
364
+ video.height: 720
365
+ video.width: 1280
366
+ video.codec: av1
367
+ video.pix_fmt: yuv420p
368
+ video.is_depth_map: false
369
+ video.fps: 30
370
+ video.channels: 3
371
+ has_audio: false
372
+ observation.images.cam_right_wrist_rgb:
373
+ dtype: video
374
+ shape:
375
+ - 720
376
+ - 1280
377
+ - 3
378
+ names:
379
+ - height
380
+ - width
381
+ - channels
382
+ info:
383
+ video.height: 720
384
+ video.width: 1280
385
+ video.codec: av1
386
+ video.pix_fmt: yuv420p
387
+ video.is_depth_map: false
388
+ video.fps: 30
389
+ video.channels: 3
390
+ has_audio: false
391
+ observation.state:
392
+ dtype: float32
393
+ shape:
394
+ - 14
395
+ names:
396
+ - left_arm_joint_1_rad
397
+ - left_arm_joint_2_rad
398
+ - left_arm_joint_3_rad
399
+ - left_arm_joint_4_rad
400
+ - left_arm_joint_5_rad
401
+ - left_arm_joint_6_rad
402
+ - right_arm_joint_1_rad
403
+ - right_arm_joint_2_rad
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+ - right_arm_joint_3_rad
405
+ - right_arm_joint_4_rad
406
+ - right_arm_joint_5_rad
407
+ - right_arm_joint_6_rad
408
+ - left_gripper_open
409
+ - right_gripper_open
410
+ action:
411
+ dtype: float32
412
+ shape:
413
+ - 14
414
+ names:
415
+ - left_arm_joint_1_rad
416
+ - left_arm_joint_2_rad
417
+ - left_arm_joint_3_rad
418
+ - left_arm_joint_4_rad
419
+ - left_arm_joint_5_rad
420
+ - left_arm_joint_6_rad
421
+ - right_arm_joint_1_rad
422
+ - right_arm_joint_2_rad
423
+ - right_arm_joint_3_rad
424
+ - right_arm_joint_4_rad
425
+ - right_arm_joint_5_rad
426
+ - right_arm_joint_6_rad
427
+ - left_gripper_open
428
+ - right_gripper_open
429
+ timestamp:
430
+ dtype: float32
431
+ shape:
432
+ - 1
433
+ names: null
434
+ frame_index:
435
+ dtype: int64
436
+ shape:
437
+ - 1
438
+ names: null
439
+ episode_index:
440
+ dtype: int64
441
+ shape:
442
+ - 1
443
+ names: null
444
+ index:
445
+ dtype: int64
446
+ shape:
447
+ - 1
448
+ names: null
449
+ task_index:
450
+ dtype: int64
451
+ shape:
452
+ - 1
453
+ names: null
454
+ subtask_annotation:
455
+ names: null
456
+ shape:
457
+ - 5
458
+ dtype: int32
459
+ scene_annotation:
460
+ names: null
461
+ shape:
462
+ - 1
463
+ dtype: int32
464
+ eef_sim_pose_state:
465
+ names:
466
+ - left_eef_pos_x
467
+ - left_eef_pos_y
468
+ - left_eef_pos_z
469
+ - left_eef_rot_x
470
+ - left_eef_rot_y
471
+ - left_eef_rot_z
472
+ - right_eef_pos_x
473
+ - right_eef_pos_y
474
+ - right_eef_pos_z
475
+ - right_eef_rot_x
476
+ - right_eef_rot_y
477
+ - right_eef_rot_z
478
+ shape:
479
+ - 12
480
+ dtype: float32
481
+ eef_sim_pose_action:
482
+ names:
483
+ - left_eef_pos_x
484
+ - left_eef_pos_y
485
+ - left_eef_pos_z
486
+ - left_eef_rot_x
487
+ - left_eef_rot_y
488
+ - left_eef_rot_z
489
+ - right_eef_pos_x
490
+ - right_eef_pos_y
491
+ - right_eef_pos_z
492
+ - right_eef_rot_x
493
+ - right_eef_rot_y
494
+ - right_eef_rot_z
495
+ shape:
496
+ - 12
497
+ dtype: float32
498
+ eef_direction_state:
499
+ names:
500
+ - left_eef_direction
501
+ - right_eef_direction
502
+ shape:
503
+ - 2
504
+ dtype: int32
505
+ eef_direction_action:
506
+ names:
507
+ - left_eef_direction
508
+ - right_eef_direction
509
+ shape:
510
+ - 2
511
+ dtype: int32
512
+ eef_velocity_state:
513
+ names:
514
+ - left_eef_velocity
515
+ - right_eef_velocity
516
+ shape:
517
+ - 2
518
+ dtype: int32
519
+ eef_velocity_action:
520
+ names:
521
+ - left_eef_velocity
522
+ - right_eef_velocity
523
+ shape:
524
+ - 2
525
+ dtype: int32
526
+ eef_acc_mag_state:
527
+ names:
528
+ - left_eef_acc_mag
529
+ - right_eef_acc_mag
530
+ shape:
531
+ - 2
532
+ dtype: int32
533
+ eef_acc_mag_action:
534
+ names:
535
+ - left_eef_acc_mag
536
+ - right_eef_acc_mag
537
+ shape:
538
+ - 2
539
+ dtype: int32
540
+ gripper_open_scale_state:
541
+ names:
542
+ - left_gripper_open_scale
543
+ - right_gripper_open_scale
544
+ shape:
545
+ - 2
546
+ dtype: float32
547
+ gripper_open_scale_action:
548
+ names:
549
+ - left_gripper_open_scale
550
+ - right_gripper_open_scale
551
+ shape:
552
+ - 2
553
+ dtype: float32
554
+ gripper_mode_state:
555
+ names:
556
+ - left_gripper_mode
557
+ - right_gripper_mode
558
+ shape:
559
+ - 2
560
+ dtype: int32
561
+ gripper_mode_action:
562
+ names:
563
+ - left_gripper_mode
564
+ - right_gripper_mode
565
+ shape:
566
+ - 2
567
+ dtype: int32
568
+ gripper_activity_state:
569
+ names:
570
+ - left_gripper_activity
571
+ - right_gripper_activity
572
+ shape:
573
+ - 2
574
+ dtype: int32
575
+ gripper_activity_action:
576
+ names:
577
+ - left_gripper_activity
578
+ - right_gripper_activity
579
+ shape:
580
+ - 2
581
+ dtype: int32
582
+
583
+ ```
584
+
585
+ ## Available Annotations
586
+
587
+ This dataset includes rich annotations to support diverse learning approaches:
588
+
589
+ - `eef_acc_mag_annotation.jsonl`
590
+ - `eef_direction_annotation.jsonl`
591
+ - `eef_velocity_annotation.jsonl`
592
+ - `gripper_activity_annotation.jsonl`
593
+ - `gripper_mode_annotation.jsonl`
594
+ - `scene_annotations.jsonl`
595
+ - `subtask_annotations.jsonl`
596
+
597
+
598
+ ## Dataset Tags
599
+
600
+ - `RoboCOIN`
601
+ - `LeRobot`
602
+
603
+
604
+ ## Authors
605
+
606
+ ### Contributors
607
+ This dataset is contributed by:-RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
608
+
609
+ ### Annotators
610
+ No annotator information available.
611
+
612
+ ## Links
613
+
614
+ - **Homepage:** [https://flagopen.github.io/RoboCOIN/](https://flagopen.github.io/RoboCOIN/)
615
+ - **Paper:** [https://arxiv.org/abs/2511.17441](https://arxiv.org/abs/2511.17441)
616
+ - **Repository:** [https://github.com/FlagOpen/RoboCOIN](https://github.com/FlagOpen/RoboCOIN)
617
+ ## Contact and Support
618
+
619
+ For questions, issues, or feedback regarding this dataset, please contact us.
620
+ ### Support
621
+ For technical support, please open an issue on our GitHub repository.
622
+
623
+ ## License
624
+
625
+ apache-2.0
626
+
627
+ ## Citation
628
+
629
+ If you use this dataset in your research, please cite:
630
+
631
+ ```bibtex
632
+ @article{robocoin,
633
+ title={RoboCOIN: An Open-Sourced Bimanual Robotic Data Collection for Integrated Manipulation},
634
+ 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},
635
+ journal={arXiv preprint arXiv:2511.17441},
636
+ url = {https://arxiv.org/abs/2511.17441},
637
+ year={2025},
638
+ }
639
+
640
+ ```
641
+
642
+ ### Additional References
643
+
644
+ If you use this dataset, please also consider citing:
645
+ LeRobot Framework: https://github.com/huggingface/lerobot
646
+
647
+
648
+ ## Version Information
649
+
650
+ 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
+ {"scene_index": 86, "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."}
88
+ {"scene_index": 87, "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."}
89
+ {"scene_index": 88, "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."}
90
+ {"scene_index": 89, "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."}
91
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+ {"subtask_index": 0, "subtask": "Grasp the rubiks cube and put it in the left basket"}
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+ {"subtask_index": 1, "subtask": "Grasp the waffle and put it in the right 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": "End"}
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+ {"subtask_index": 6, "subtask": "Grasp the white eraser and put it in the left basket"}
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+ {"subtask_index": 36, "subtask": "Abnormal"}
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