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Copy AIRBOT_MMK2_item_storage into RoboCOIN_useable

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  1. AIRBOT_MMK2_item_storage/.gitattributes +59 -0
  2. AIRBOT_MMK2_item_storage/README.md +331 -0
  3. AIRBOT_MMK2_item_storage/annotations/eef_acc_mag_annotation.jsonl +3 -0
  4. AIRBOT_MMK2_item_storage/annotations/eef_direction_annotation.jsonl +7 -0
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  6. AIRBOT_MMK2_item_storage/annotations/gripper_activity_annotation.jsonl +4 -0
  7. AIRBOT_MMK2_item_storage/annotations/gripper_mode_annotation.jsonl +3 -0
  8. AIRBOT_MMK2_item_storage/annotations/scene_annotations.jsonl +72 -0
  9. AIRBOT_MMK2_item_storage/annotations/subtask_annotations.jsonl +11 -0
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AIRBOT_MMK2_item_storage/.gitattributes ADDED
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+ *.7z filter=lfs diff=lfs merge=lfs -text
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+ *.arrow filter=lfs diff=lfs merge=lfs -text
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+ *.bin filter=lfs diff=lfs merge=lfs -text
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+ *.bz2 filter=lfs diff=lfs merge=lfs -text
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+ *.ckpt filter=lfs diff=lfs merge=lfs -text
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+ *.ftz filter=lfs diff=lfs merge=lfs -text
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+ *.gz filter=lfs diff=lfs merge=lfs -text
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+ *.h5 filter=lfs diff=lfs merge=lfs -text
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+ *.joblib filter=lfs diff=lfs merge=lfs -text
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+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
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+ *.lz4 filter=lfs diff=lfs merge=lfs -text
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+ *.mds filter=lfs diff=lfs merge=lfs -text
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+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
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+ *.model filter=lfs diff=lfs merge=lfs -text
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+ *.msgpack filter=lfs diff=lfs merge=lfs -text
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+ *.npy filter=lfs diff=lfs merge=lfs -text
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+ *.npz filter=lfs diff=lfs merge=lfs -text
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+ *.onnx filter=lfs diff=lfs merge=lfs -text
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+ *.ot filter=lfs diff=lfs merge=lfs -text
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+ *.parquet filter=lfs diff=lfs merge=lfs -text
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+ *.pb filter=lfs diff=lfs merge=lfs -text
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+ *.pickle filter=lfs diff=lfs merge=lfs -text
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+ *.pkl filter=lfs diff=lfs merge=lfs -text
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+ *.pt filter=lfs diff=lfs merge=lfs -text
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+ *.pth filter=lfs diff=lfs merge=lfs -text
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+ *.rar filter=lfs diff=lfs merge=lfs -text
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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+ *.tar filter=lfs diff=lfs merge=lfs -text
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+ *.tflite filter=lfs diff=lfs merge=lfs -text
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+ *.tgz filter=lfs diff=lfs merge=lfs -text
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+ *.wasm filter=lfs diff=lfs merge=lfs -text
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+ *.xz filter=lfs diff=lfs merge=lfs -text
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+ *.zip filter=lfs diff=lfs merge=lfs -text
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+ *.zst filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - uncompressed
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+ *.pcm filter=lfs diff=lfs merge=lfs -text
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+ *.sam filter=lfs diff=lfs merge=lfs -text
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+ *.raw filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - compressed
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+ *.aac filter=lfs diff=lfs merge=lfs -text
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+ *.flac filter=lfs diff=lfs merge=lfs -text
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+ *.mp3 filter=lfs diff=lfs merge=lfs -text
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+ *.ogg filter=lfs diff=lfs merge=lfs -text
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+ *.wav filter=lfs diff=lfs merge=lfs -text
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+ # Image files - uncompressed
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+ *.bmp filter=lfs diff=lfs merge=lfs -text
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+ *.gif filter=lfs diff=lfs merge=lfs -text
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+ *.png filter=lfs diff=lfs merge=lfs -text
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+ *.tiff filter=lfs diff=lfs merge=lfs -text
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+ # Image files - compressed
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+ *.jpg filter=lfs diff=lfs merge=lfs -text
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+ *.jpeg filter=lfs diff=lfs merge=lfs -text
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+ *.webp filter=lfs diff=lfs merge=lfs -text
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+ # Video files - compressed
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+ *.mp4 filter=lfs diff=lfs merge=lfs -text
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+ *.webm filter=lfs diff=lfs merge=lfs -text
AIRBOT_MMK2_item_storage/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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+ - zh
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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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+ frame_range: 10K-100K
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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/*/*.parquet
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+ ---
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+
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+ # AIRBOT_MMK2_item_storage
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+
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+ ## 📋 Overview
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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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+ **Robot Type:** `discover_robotics_aitbot_mmk2`
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+ | **Codebase Version:** `v2.1`
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+ **End-Effector Type:** `five_finger_hand`
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+
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+ ## 🏠 Scene Types
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+
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+ This dataset covers the following scene types:
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+ - `home`
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+
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+
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+ ## 🤖 Atomic Actions
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+
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+ This dataset includes the following 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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+ ## 📊 Dataset Statistics
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+
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+ | Metric | Value |
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+ |--------|-------|
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+ | **Total Episodes** | 72 |
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+ | **Total Frames** | 18773 |
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+ | **Total Tasks** | 2 |
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+ | **Total Videos** | 288 |
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+ | **Total Chunks** | 1 |
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+ | **Chunk Size** | 1000 |
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+ | **FPS** | 30 |
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+ | **Dataset Size** | 717.3MB |
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+
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+
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+ ## 👥 Authors
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+
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+ ### Contributors
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+ This dataset is contributed by:
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+ - [RoboCOIN](https://flagopen.github.io/RoboCOIN/) - RoboCOIN Team
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+
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+
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+ ## 🔗 Links
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+
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+ - **🏠 Homepage:** [https://flagopen.github.io/RoboCOIN/](https://flagopen.github.io/RoboCOIN/)
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+ - **📄 Paper:** [https://arxiv.org/abs/2511.17441](https://arxiv.org/abs/2511.17441)
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+ - **💻 Repository:** [https://github.com/FlagOpen/RoboCOIN](https://github.com/FlagOpen/RoboCOIN)
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+ - **🌐 Project Page:** [https://flagopen.github.io/RoboCOIN/](https://flagopen.github.io/RoboCOIN/)
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+ - **🐛 Issues:** [https://github.com/FlagOpen/RoboCOIN/issues](https://github.com/FlagOpen/RoboCOIN/issues)
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+ - **📜 License:** apache-2.0
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+
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+ ## 🏷️ Dataset Tags
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+
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+ - `RoboCOIN`
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+ - `LeRobot`
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+
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+
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+ ## 🎯 Task Descriptions
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+
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+ ### Primary Tasks
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+ Place the umbrella on the white lid with one hand, and then put the blue bottle on the white lid with the other hand.
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+ Pick up the large and small bowls simultaneously with both hands and put them into the yellow bucket at the same time.
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+
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+ ### Sub-Tasks
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+ This dataset includes 11 distinct subtasks:
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+
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+ 1. **Grasp the umbrella with the left gripper**
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+ 2. **End**
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+ 3. **Grasp the bowl with the right gripper**
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+ 4. **Grasp the bowl with the left gripper**
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+ 5. **Place the cup into the white basket with the right gripper**
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+ 6. **Static**
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+ 7. **Place the umbrella into the white basket with the left gripper**
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+ 8. **Place the bowl into the yellow basket with the left gripper**
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+ 9. **Place the bowl into the yellow basket with the right gripper**
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+ 10. **Grasp the cup with the right gripper**
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+ 11. **null**
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+
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+
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+ ## 🎥 Camera Views
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+
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+ This dataset includes 4 camera views.
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+
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+ ## 🏷️ Available Annotations
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+
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+ This dataset includes rich annotations to support diverse learning approaches:
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+
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+ ### Subtask Annotations
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+ - **Subtask Segmentation**: Fine-grained subtask segmentation and labeling
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+ ### Scene Annotations
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+ - **Scene-level Descriptions**: Semantic scene classifications and descriptions
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+ ### End-Effector Annotations
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+ - **Direction**: Movement direction classifications for robot end-effectors
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+ - **Velocity**: Velocity magnitude categorizations during manipulation
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+ - **Acceleration**: Acceleration magnitude classifications for motion analysis
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+
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+
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+ ### Gripper Annotations
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+ - **Gripper Mode**: Open/close state annotations for gripper control
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+ - **Gripper Activity**: Activity state classifications (active/inactive)
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+
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+
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+ ### Additional Features
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+ - **End-Effector Simulation Pose**: 6D pose information for end-effectors in simulation space
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+ - Available for both state and action
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+ - **Gripper Opening Scale**: Continuous gripper opening measurements
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+ - Available for both state and action
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+
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+
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+ ## 📂 Data Splits
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+
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+ The dataset is organized into the following splits:
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+
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+ - **Training**: Episodes 0:71
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+
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+
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+ ## 📁 Dataset Structure
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+
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+ This dataset follows the LeRobot format and contains the following components:
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+
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+ ### 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
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+ - **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-{episode_chunk:03d}/episode_{episode_index:06d}.parquet`
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+ - **Video Path Pattern**: `videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4`
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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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+
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+ ### Features Schema
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+
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+ The dataset includes the following features:
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+
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+ #### Visual Observations
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+ - **observation.images.cam_high_rgb**: video
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+ - FPS: 30
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+ - Codec: av1- **observation.images.cam_left_wrist_rgb**: video
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+ - FPS: 30
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+ - Codec: av1- **observation.images.cam_right_wrist_rgb**: video
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+ - FPS: 30
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+ - Codec: av1- **observation.images.cam_third_view**: video
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+ - FPS: 30
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+ - Codec: av1
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+
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+ #### State and Action- **observation.state**: float32- **action**: float32
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+
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+ #### Temporal Information
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+ - **timestamp**: float32
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+ - **frame_index**: int64
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+ - **episode_index**: int64
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+ - **index**: int64
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+ - **task_index**: int64
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+
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+
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+ #### Annotations
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+ - **subtask_annotation**: int32
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+ - **scene_annotation**: int32
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+
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+
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+ #### Motion Features
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+ - **eef_sim_pose_state**: float32
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+ - Dimensions: left_eef_pos_x, left_eef_pos_y, left_eef_pos_z, left_eef_ori_x, left_eef_ori_y, left_eef_ori_z, right_eef_pos_x, right_eef_pos_y, right_eef_pos_z, right_eef_ori_x, right_eef_ori_y, right_eef_ori_z
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+ - **eef_sim_pose_action**: float32
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+ - Dimensions: left_eef_pos_x, left_eef_pos_y, left_eef_pos_z, left_eef_ori_x, left_eef_ori_y, left_eef_ori_z, right_eef_pos_x, right_eef_pos_y, right_eef_pos_z, right_eef_ori_x, right_eef_ori_y, right_eef_ori_z
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+ - **eef_direction_state**: int32
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+ - Dimensions: left_eef_direction, right_eef_direction
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+ - **eef_direction_action**: int32
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+ - Dimensions: left_eef_direction, right_eef_direction
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+ - **eef_velocity_state**: int32
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+ - Dimensions: left_eef_velocity, right_eef_velocity
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+ - **eef_velocity_action**: int32
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+ - Dimensions: left_eef_velocity, right_eef_velocity
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+ - **eef_acc_mag_state**: int32
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+ - Dimensions: left_eef_acc_mag, right_eef_acc_mag
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+ - **eef_acc_mag_action**: int32
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+ - Dimensions: left_eef_acc_mag, right_eef_acc_mag
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+
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+
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+ #### Gripper Features
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+
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+
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+ ### Meta Information
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+
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+ The complete dataset metadata is available in [meta/info.json](meta/info.json):
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+
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+ ```json
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+ {"codebase_version": "v2.1", "robot_type": "discover_robotics_aitbot_mmk2", "total_episodes": 72, "total_frames": 18773, "total_tasks": 2, "total_videos": 288, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": {"train": "0:71"}, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4", "features": {"observation.images.cam_high_rgb": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.images.cam_left_wrist_rgb": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.images.cam_right_wrist_rgb": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.images.cam_third_view": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.state": {"dtype": "float32", "shape": [36], "names": ["left_arm_joint_1_rad", "left_arm_joint_2_rad", "left_arm_joint_3_rad", "left_arm_joint_4_rad", "left_arm_joint_5_rad", "left_arm_joint_6_rad", "right_arm_joint_1_rad", "right_arm_joint_2_rad", "right_arm_joint_3_rad", "right_arm_joint_4_rad", "right_arm_joint_5_rad", "right_arm_joint_6_rad", "left_hand_joint_1_rad", "left_hand_joint_2_rad", "left_hand_joint_3_rad", "left_hand_joint_4_rad", "left_hand_joint_5_rad", "left_hand_joint_6_rad", "left_hand_joint_7_rad", "left_hand_joint_8_rad", "left_hand_joint_9_rad", "left_hand_joint_10_rad", "left_hand_joint_11_rad", "left_hand_joint_12_rad", "right_hand_joint_1_rad", "right_hand_joint_2_rad", "right_hand_joint_3_rad", "right_hand_joint_4_rad", "right_hand_joint_5_rad", "right_hand_joint_6_rad", "right_hand_joint_7_rad", "right_hand_joint_8_rad", "right_hand_joint_9_rad", "right_hand_joint_10_rad", "right_hand_joint_11_rad", "right_hand_joint_12_rad"]}, "action": {"dtype": "float32", "shape": [36], "names": ["left_arm_joint_1_rad", "left_arm_joint_2_rad", "left_arm_joint_3_rad", "left_arm_joint_4_rad", "left_arm_joint_5_rad", "left_arm_joint_6_rad", "right_arm_joint_1_rad", "right_arm_joint_2_rad", "right_arm_joint_3_rad", "right_arm_joint_4_rad", "right_arm_joint_5_rad", "right_arm_joint_6_rad", "left_hand_joint_1_rad", "left_hand_joint_2_rad", "left_hand_joint_3_rad", "left_hand_joint_4_rad", "left_hand_joint_5_rad", "left_hand_joint_6_rad", "left_hand_joint_7_rad", "left_hand_joint_8_rad", "left_hand_joint_9_rad", "left_hand_joint_10_rad", "left_hand_joint_11_rad", "left_hand_joint_12_rad", "right_hand_joint_1_rad", "right_hand_joint_2_rad", "right_hand_joint_3_rad", "right_hand_joint_4_rad", "right_hand_joint_5_rad", "right_hand_joint_6_rad", "right_hand_joint_7_rad", "right_hand_joint_8_rad", "right_hand_joint_9_rad", "right_hand_joint_10_rad", "right_hand_joint_11_rad", "right_hand_joint_12_rad"]}, "timestamp": {"dtype": "float32", "shape": [1], "names": null}, "frame_index": {"dtype": "int64", "shape": [1], "names": null}, "episode_index": {"dtype": "int64", "shape": [1], "names": null}, "index": {"dtype": "int64", "shape": [1], "names": null}, "task_index": {"dtype": "int64", "shape": [1], "names": null}, "subtask_annotation": {"names": null, "dtype": "int32", "shape": [5]}, "scene_annotation": {"names": null, "dtype": "int32", "shape": [1]}, "eef_sim_pose_state": {"names": ["left_eef_pos_x", "left_eef_pos_y", "left_eef_pos_z", "left_eef_ori_x", "left_eef_ori_y", "left_eef_ori_z", "right_eef_pos_x", "right_eef_pos_y", "right_eef_pos_z", "right_eef_ori_x", "right_eef_ori_y", "right_eef_ori_z"], "dtype": "float32", "shape": [12]}, "eef_sim_pose_action": {"names": ["left_eef_pos_x", "left_eef_pos_y", "left_eef_pos_z", "left_eef_ori_x", "left_eef_ori_y", "left_eef_ori_z", "right_eef_pos_x", "right_eef_pos_y", "right_eef_pos_z", "right_eef_ori_x", "right_eef_ori_y", "right_eef_ori_z"], "dtype": "float32", "shape": [12]}, "eef_direction_state": {"names": ["left_eef_direction", "right_eef_direction"], "dtype": "int32", "shape": [2]}, "eef_direction_action": {"names": ["left_eef_direction", "right_eef_direction"], "dtype": "int32", "shape": [2]}, "eef_velocity_state": {"names": ["left_eef_velocity", "right_eef_velocity"], "dtype": "int32", "shape": [2]}, "eef_velocity_action": {"names": ["left_eef_velocity", "right_eef_velocity"], "dtype": "int32", "shape": [2]}, "eef_acc_mag_state": {"names": ["left_eef_acc_mag", "right_eef_acc_mag"], "dtype": "int32", "shape": [2]}, "eef_acc_mag_action": {"names": ["left_eef_acc_mag", "right_eef_acc_mag"], "dtype": "int32", "shape": [2]}}}
233
+ ```
234
+
235
+ ### Directory Structure
236
+
237
+ The dataset is organized as follows (showing leaf directories with first 5 files only):
238
+
239
+ ```
240
+ AIRBOT_MMK2_item_storage_qced_hardlink/
241
+ ├── annotations/
242
+ │ ├── eef_acc_mag_annotation.jsonl
243
+ │ ├── eef_direction_annotation.jsonl
244
+ │ ├── eef_velocity_annotation.jsonl
245
+ │ ├── gripper_activity_annotation.jsonl
246
+ │ ├── gripper_mode_annotation.jsonl
247
+ │ └── (...)
248
+ ├── data/
249
+ │ └── chunk-000/
250
+ │ ├── episode_000000.parquet
251
+ │ ├── episode_000001.parquet
252
+ │ ├── episode_000002.parquet
253
+ │ ├── episode_000003.parquet
254
+ │ ├── episode_000004.parquet
255
+ │ └── (...)
256
+ ├── meta/
257
+ │ ├── episodes.jsonl
258
+ │ ├── episodes_stats.jsonl
259
+ │ ├── info.json
260
+ │ └── tasks.jsonl
261
+ └── videos/
262
+ └── chunk-000/
263
+ ├── observation.images.cam_high_rgb/
264
+ │ ├── episode_000000.mp4
265
+ │ ├── episode_000001.mp4
266
+ │ ├── episode_000002.mp4
267
+ │ ├── episode_000003.mp4
268
+ │ ├── episode_000004.mp4
269
+ │ └── (...)
270
+ ├── observation.images.cam_left_wrist_rgb/
271
+ │ ├── episode_000000.mp4
272
+ │ ├── episode_000001.mp4
273
+ │ ├── episode_000002.mp4
274
+ │ ├── episode_000003.mp4
275
+ │ ├── episode_000004.mp4
276
+ │ └── (...)
277
+ ├── observation.images.cam_right_wrist_rgb/
278
+ │ ├── episode_000000.mp4
279
+ │ ├── episode_000001.mp4
280
+ │ ├── episode_000002.mp4
281
+ │ ├── episode_000003.mp4
282
+ │ ├── episode_000004.mp4
283
+ │ └── (...)
284
+ └── observation.images.cam_third_view/
285
+ ├── episode_000000.mp4
286
+ ├── episode_000001.mp4
287
+ ├── episode_000002.mp4
288
+ ├── episode_000003.mp4
289
+ ├── episode_000004.mp4
290
+ └── (...)
291
+ ```
292
+
293
+
294
+ ## 📞 Contact and Support
295
+
296
+ For questions, issues, or feedback regarding this dataset, please contact:
297
+ - **Email:** None
298
+ For questions, issues, or feedback regarding this dataset, please contact us.
299
+ ### Support
300
+ For technical support, please open an issue on our GitHub repository.
301
+
302
+ ## 📄 License
303
+
304
+ This dataset is released under the **apache-2.0** license.
305
+
306
+ Please refer to the LICENSE file for full license terms and conditions.
307
+
308
+
309
+ ## 📚 Citation
310
+
311
+ If you use this dataset in your research, please cite:
312
+
313
+ ```bibtex
314
+ @article{robocoin,
315
+ title={RoboCOIN: An Open-Sourced Bimanual Robotic Data Collection for Integrated Manipulation},
316
+ 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},
317
+ journal={arXiv preprint arXiv:2511.17441},
318
+ url = {https://arxiv.org/abs/2511.17441},
319
+ year={2025}
320
+ }
321
+ ```
322
+
323
+ ### Additional References
324
+
325
+ If you use this dataset, please also consider citing:
326
+ - LeRobot Framework: https://github.com/huggingface/lerobot
327
+
328
+ ## 📌 Version Information
329
+
330
+ ## Version History
331
+ - v1.0.0 (2025-11): Initial release
AIRBOT_MMK2_item_storage/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"}
AIRBOT_MMK2_item_storage/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"}
AIRBOT_MMK2_item_storage/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"}
AIRBOT_MMK2_item_storage/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"}
AIRBOT_MMK2_item_storage/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"}
AIRBOT_MMK2_item_storage/annotations/scene_annotations.jsonl ADDED
@@ -0,0 +1,72 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"scene_index": 0, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
2
+ {"scene_index": 1, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
3
+ {"scene_index": 2, "scene": "Yellow bucket front bowl back right bowl left foldable umbrella left white lid back left"}
4
+ {"scene_index": 3, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
5
+ {"scene_index": 4, "scene": "The yellow bucket is at the front, the white lid is at the back right, the foldable umbrella and bowl are both on the left, with another white lid positioned at the back left."}
6
+ {"scene_index": 5, "scene": "Yellow bucket is front right bowl is right bowl is left foldable umbrella is front left foldable umbrella white lid is back left white is front left white lid is front right blue bottle is right."}
7
+ {"scene_index": 6, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
8
+ {"scene_index": 7, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
9
+ {"scene_index": 8, "scene": "The white lid is at the front, the blue bottle is on the right, and the foldable umbrella is in the back-left corner."}
10
+ {"scene_index": 9, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
11
+ {"scene_index": 10, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
12
+ {"scene_index": 11, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
13
+ {"scene_index": 12, "scene": "The yellow bucket is in the front, the bowl is at the back left, the foldable umbrella is at the back right, the white lid is at the back right, the white lid is also at the back left, and the blue bottle is on the left."}
14
+ {"scene_index": 13, "scene": "White lid is at the front, blue bottle is on the right, and foldable umbrella is at the back left."}
15
+ {"scene_index": 14, "scene": "The yellow bucket is in front, two bowls are positioned one on the left and another at the back right, a foldable umbrella is on the left, a blue bottle is on the right, and a white lid is placed at the back left."}
16
+ {"scene_index": 15, "scene": "The yellow bucket is at front right, the foldable umbrella is also at front right, the white lid is at front left, one bowl is at right, and another bowl is at center."}
17
+ {"scene_index": 16, "scene": "The yellow bucket is at the front. The first bowl is on the back right. The second bowl and the foldable umbrella are both on the left. The white lid is on the back left and another white lid is on the right."}
18
+ {"scene_index": 17, "scene": "The blue bottle is on the right. The foldable umbrella is at the back-left. The white lid is in front."}
19
+ {"scene_index": 18, "scene": "There is a yellow bucket in front there is a foldable umbrella on the left there is a bowl at the back left there is a white lid at the back right there is a blue bottle at the back left"}
20
+ {"scene_index": 19, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
21
+ {"scene_index": 20, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
22
+ {"scene_index": 21, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
23
+ {"scene_index": 22, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
24
+ {"scene_index": 23, "scene": "The blue bottle is at the front right, the foldable umbrella is at the back left, and the white lid is in front."}
25
+ {"scene_index": 24, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
26
+ {"scene_index": 25, "scene": "the yellow bucket is in the front the white lid is in the front left the bowl is in the back right the foldable umbrella is in the back left the blue bottle is in the front left the bowl is in the back left"}
27
+ {"scene_index": 26, "scene": "The yellow bucket is in front, the white lid is on the right, the bowl is on the left, the foldable umbrella is on the right, and another white lid is at the back-left."}
28
+ {"scene_index": 27, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
29
+ {"scene_index": 28, "scene": "The yellow bucket is in front; the foldable umbrella and bowl are both on the right; the white lid is at the back-left."}
30
+ {"scene_index": 29, "scene": "The yellow bucket is in the front, the bowl is at the back left, the white lid is at the back right, and the foldable umbrella is on the left."}
31
+ {"scene_index": 30, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
32
+ {"scene_index": 31, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, the white lid and bowl are both in front."}
33
+ {"scene_index": 32, "scene": "The foldable umbrella is at the back-left, the white lid is in front, and the blue bottle is on the right."}
34
+ {"scene_index": 33, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella and yellow bucket are both at the back left."}
35
+ {"scene_index": 34, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
36
+ {"scene_index": 35, "scene": "The foldable umbrella is positioned at the back left, the blue bottle is on the right, and the white lid is in the front."}
37
+ {"scene_index": 36, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
38
+ {"scene_index": 37, "scene": "The blue bottle is on the right, the white lid is at the front, the foldable umbrella and the yellow bucket are both located at the back left."}
39
+ {"scene_index": 38, "scene": "The yellow bucket is in front, the foldable umbrella is on the right, a white lid is on the left, one bowl is at the back right, and another bowl is at the back left."}
40
+ {"scene_index": 39, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
41
+ {"scene_index": 40, "scene": "The yellow bucket is at the front. The bowl is on the back right, and another bowl is on the left. The white lid is in the back left, while a blue foldable umbrella is on the back right. A second foldable umbrella is on the left."}
42
+ {"scene_index": 41, "scene": "The yellow bucket is at the front, while two bowls—one with a white lid—are positioned at the back left and back right. A foldable umbrella is on the left, and another foldable item is at the back right."}
43
+ {"scene_index": 42, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
44
+ {"scene_index": 43, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
45
+ {"scene_index": 44, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
46
+ {"scene_index": 45, "scene": "The yellow bucket is at the front, with the foldable umbrella positioned at the back left. In the back area, there are two bowls—one with a white lid and another standalone white lid—placed towards the right and center respectively."}
47
+ {"scene_index": 46, "scene": "The yellow bucket is at the front. Each bowl is positioned at the center and right. The foldable umbrella is on the left. Both white lids are located at the front left."}
48
+ {"scene_index": 47, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
49
+ {"scene_index": 48, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
50
+ {"scene_index": 49, "scene": "The yellow bucket is in front, there's a bowl in the back right, another bowl is at the back, and the foldable umbrella with a white lid is on the left."}
51
+ {"scene_index": 50, "scene": "Yellow bucket is in the front. White lid is at back left, bowl is also at back left but no relation specified. Another white lid is at back right. Foldable umbrella is on the left."}
52
+ {"scene_index": 51, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
53
+ {"scene_index": 52, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
54
+ {"scene_index": 53, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
55
+ {"scene_index": 54, "scene": "The foldable umbrella is located at the back left, the blue bottle is on the right, and the white lid is positioned in front."}
56
+ {"scene_index": 55, "scene": "The yellow bucket is at the front, with a white lid bowl positioned at the back right. The foldable umbrella and another bowl are both on the left side, while a white lid is on the right."}
57
+ {"scene_index": 56, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, the white lid is in front, and the yellow bucket is on the left."}
58
+ {"scene_index": 57, "scene": "The blue bottle is located at the front right, the white lid is in front of it, and the foldable umbrella is positioned at the back left."}
59
+ {"scene_index": 58, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
60
+ {"scene_index": 59, "scene": "The yellow bucket is in front, the white lid is at the back right, the bowl and blue bottle are both at the back left, and there are two foldable umbrellas located on the right and back right."}
61
+ {"scene_index": 60, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
62
+ {"scene_index": 61, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
63
+ {"scene_index": 62, "scene": "Yellow bucket: Front, Bowl: Back left, White lid: Back right, Foldable umbrella: Back left, Blue bottle: Back left, Foldable umbrella: Back right"}
64
+ {"scene_index": 63, "scene": "The yellow bucket is positioned in the front. The foldable umbrella is located at the back right and also on the left. The bowl is placed at the back left. The white lid is situated at the back right. The blue bottle lid is found at the back left."}
65
+ {"scene_index": 64, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
66
+ {"scene_index": 65, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
67
+ {"scene_index": 66, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
68
+ {"scene_index": 67, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
69
+ {"scene_index": 68, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
70
+ {"scene_index": 69, "scene": "The blue bottle is on the right, the white lid is in front, and the foldable umbrella is at the back left."}
71
+ {"scene_index": 70, "scene": "The yellow bucket is in the front right bowl is in the back right foldable is on the right side foldable umbrella is on the left white lid is at the back another white lid is in the back left."}
72
+ {"scene_index": 71, "scene": "The blue bottle is on the right, the foldable umbrella is at the back left, and the white lid is in front."}
AIRBOT_MMK2_item_storage/annotations/subtask_annotations.jsonl ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"subtask_index": 0, "subtask": "Grasp the umbrella with the left gripper"}
2
+ {"subtask_index": 1, "subtask": "End"}
3
+ {"subtask_index": 2, "subtask": "Grasp the bowl with the right gripper"}
4
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