Datasets:
Add portal-rebot-pick-microcontroller dataset (48 episodes, pick microcontroller)
Browse files- README.md +69 -0
- data/chunk-000/file-000.parquet +3 -0
- data/chunk-000/file-001.parquet +3 -0
- meta/episodes/chunk-000/file-000.parquet +3 -0
- meta/info.json +129 -0
- meta/stats.json +650 -0
- meta/tasks.parquet +3 -0
- videos/observation.images.arm_camera/chunk-000/file-000.mp4 +3 -0
- videos/observation.images.arm_camera/chunk-000/file-001.mp4 +3 -0
- videos/observation.images.overhead_camera/chunk-000/file-000.mp4 +3 -0
- videos/observation.images.overhead_camera/chunk-000/file-001.mp4 +3 -0
README.md
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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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# portal-rebot-pick-microcontroller
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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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**Task:** `Pick the microcontroller and place it in the box`
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## At a glance
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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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## Features
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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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## How it was collected
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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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## Usage
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```python
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from lerobot.datasets.lerobot_dataset import LeRobotDataset
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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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## Versions
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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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data/chunk-000/file-000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:a37d813bd41cf8c9704998d33e79206fa19e8543f4818a1c658937822df895f6
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size 343952
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data/chunk-000/file-001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:780331649f3ef1aed0f31b74ebedd89df14d6e377f75f8c95e87698896d4e2b5
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size 572197
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meta/episodes/chunk-000/file-000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:30a171552ccc90f0dbd9e79be5d5e4b96e48d5cadfc5bcc663ddb322026e824d
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size 239600
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meta/info.json
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{
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| 2 |
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"codebase_version": "v3.0",
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| 3 |
+
"robot_type": "seeed_b601_dm_follower",
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| 4 |
+
"total_episodes": 48,
|
| 5 |
+
"total_frames": 26108,
|
| 6 |
+
"total_tasks": 1,
|
| 7 |
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"chunks_size": 1000,
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| 8 |
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"data_files_size_in_mb": 100,
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| 9 |
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"video_files_size_in_mb": 200,
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| 10 |
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"fps": 30,
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| 11 |
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"splits": {
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| 12 |
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"train": "0:48"
|
| 13 |
+
},
|
| 14 |
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
|
| 15 |
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"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
|
| 16 |
+
"features": {
|
| 17 |
+
"observation.state": {
|
| 18 |
+
"dtype": "float32",
|
| 19 |
+
"names": [
|
| 20 |
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"shoulder_pan.pos",
|
| 21 |
+
"shoulder_lift.pos",
|
| 22 |
+
"elbow_flex.pos",
|
| 23 |
+
"wrist_flex.pos",
|
| 24 |
+
"wrist_yaw.pos",
|
| 25 |
+
"wrist_roll.pos",
|
| 26 |
+
"gripper.pos"
|
| 27 |
+
],
|
| 28 |
+
"shape": [
|
| 29 |
+
7
|
| 30 |
+
]
|
| 31 |
+
},
|
| 32 |
+
"observation.images.arm_camera": {
|
| 33 |
+
"dtype": "video",
|
| 34 |
+
"shape": [
|
| 35 |
+
480,
|
| 36 |
+
640,
|
| 37 |
+
3
|
| 38 |
+
],
|
| 39 |
+
"names": [
|
| 40 |
+
"height",
|
| 41 |
+
"width",
|
| 42 |
+
"channels"
|
| 43 |
+
],
|
| 44 |
+
"info": {
|
| 45 |
+
"video.height": 480,
|
| 46 |
+
"video.width": 640,
|
| 47 |
+
"video.codec": "av1",
|
| 48 |
+
"video.pix_fmt": "yuv420p",
|
| 49 |
+
"video.is_depth_map": false,
|
| 50 |
+
"video.fps": 30,
|
| 51 |
+
"video.channels": 3,
|
| 52 |
+
"has_audio": false
|
| 53 |
+
}
|
| 54 |
+
},
|
| 55 |
+
"observation.images.overhead_camera": {
|
| 56 |
+
"dtype": "video",
|
| 57 |
+
"shape": [
|
| 58 |
+
480,
|
| 59 |
+
640,
|
| 60 |
+
3
|
| 61 |
+
],
|
| 62 |
+
"names": [
|
| 63 |
+
"height",
|
| 64 |
+
"width",
|
| 65 |
+
"channels"
|
| 66 |
+
],
|
| 67 |
+
"info": {
|
| 68 |
+
"video.height": 480,
|
| 69 |
+
"video.width": 640,
|
| 70 |
+
"video.codec": "av1",
|
| 71 |
+
"video.pix_fmt": "yuv420p",
|
| 72 |
+
"video.is_depth_map": false,
|
| 73 |
+
"video.fps": 30,
|
| 74 |
+
"video.channels": 3,
|
| 75 |
+
"has_audio": false
|
| 76 |
+
}
|
| 77 |
+
},
|
| 78 |
+
"action": {
|
| 79 |
+
"dtype": "float32",
|
| 80 |
+
"names": [
|
| 81 |
+
"shoulder_pan.pos",
|
| 82 |
+
"shoulder_lift.pos",
|
| 83 |
+
"elbow_flex.pos",
|
| 84 |
+
"wrist_flex.pos",
|
| 85 |
+
"wrist_yaw.pos",
|
| 86 |
+
"wrist_roll.pos",
|
| 87 |
+
"gripper.pos"
|
| 88 |
+
],
|
| 89 |
+
"shape": [
|
| 90 |
+
7
|
| 91 |
+
]
|
| 92 |
+
},
|
| 93 |
+
"timestamp": {
|
| 94 |
+
"dtype": "float32",
|
| 95 |
+
"shape": [
|
| 96 |
+
1
|
| 97 |
+
],
|
| 98 |
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"names": null
|
| 99 |
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},
|
| 100 |
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"frame_index": {
|
| 101 |
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"dtype": "int64",
|
| 102 |
+
"shape": [
|
| 103 |
+
1
|
| 104 |
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],
|
| 105 |
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"names": null
|
| 106 |
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},
|
| 107 |
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"episode_index": {
|
| 108 |
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"dtype": "int64",
|
| 109 |
+
"shape": [
|
| 110 |
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1
|
| 111 |
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],
|
| 112 |
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"names": null
|
| 113 |
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},
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| 114 |
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"index": {
|
| 115 |
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"dtype": "int64",
|
| 116 |
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"shape": [
|
| 117 |
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1
|
| 118 |
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],
|
| 119 |
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"names": null
|
| 120 |
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},
|
| 121 |
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"task_index": {
|
| 122 |
+
"dtype": "int64",
|
| 123 |
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"shape": [
|
| 124 |
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1
|
| 125 |
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],
|
| 126 |
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"names": null
|
| 127 |
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}
|
| 128 |
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}
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| 129 |
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}
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meta/stats.json
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