binhpham commited on
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Add portal-rebot-pick-microcontroller dataset (48 episodes, pick microcontroller)

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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ task_categories:
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+ - robotics
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+ tags:
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+ - LeRobot
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+ - robotics
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+ - teleoperation
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+ - human-in-the-loop
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+ - seeed-rebot
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+ - portal
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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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+ # portal-rebot-pick-microcontroller
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+
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+ A [LeRobot](https://github.com/huggingface/lerobot) dataset of a 6-DOF arm picking a
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+ microcontroller and placing it in a box. Episodes were collected by teleoperating a real
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+ robot over the network with [LiveKit Portal](https://github.com/livekit/portal), using a
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+ human-in-the-loop recording loop that aligns camera frames and joint state into clean,
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+ synchronized trajectories.
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+
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+ **Task:** `Pick the microcontroller and place it in the box`
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+
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+ ## At a glance
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+
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+ | | |
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+ |---|---|
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+ | Robot | Seeed reBot Arm B601-DM (`seeed_b601_dm_follower`) |
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+ | Episodes | 48 |
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+ | Frames | 26,108 |
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+ | FPS | 30 |
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+ | Cameras | `arm_camera`, `overhead_camera` (640×480 RGB, AV1) |
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+ | LeRobot codebase version | v3.0 |
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+ | License | Apache-2.0 |
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+
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+ ## Features
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+
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+ - **`observation.state`** — 7 absolute joint positions (degrees): `shoulder_pan`,
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+ `shoulder_lift`, `elbow_flex`, `wrist_flex`, `wrist_yaw`, `wrist_roll`, `gripper`.
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+ - **`action`** — same 7 joint positions, the commanded targets (from human teleop or a
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+ policy during handoff).
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+ - **`observation.images.arm_camera`** — arm-mounted RGB camera, 640×480, 30 fps.
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+ - **`observation.images.overhead_camera`** — overhead RGB camera, 640×480, 30 fps.
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+
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+ ## How it was collected
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+
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+ Data was recorded with LiveKit Portal's human-in-the-loop pipeline: a robot publishes
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+ camera frames and joint state, an operator (human teleoperator and/or policy) drives it,
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+ and every executed action is recorded tagged with its sender. The synchronizer stitches
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+ the separately-arriving camera and state streams back into one coherent snapshot per tick
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+ before writing each frame to the `LeRobotDataset` episode.
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+
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+ ## Usage
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+
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+ ```python
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+ from lerobot.datasets.lerobot_dataset import LeRobotDataset
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+
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+ dataset = LeRobotDataset("binhpham/portal-rebot-pick-microcontroller")
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+ print(dataset)
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+ print(dataset[0])
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+ ```
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+
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+ ## Versions
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+
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+ - **v3** — 48 clean episodes. Two accidental trailing recordings were removed from the
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+ original 50-episode capture.
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