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Browse files- README.md +70 -0
- data/chunk-000/episode_000000.parquet +3 -0
- data/chunk-000/episode_000001.parquet +3 -0
- meta/episodes.jsonl +2 -0
- meta/episodes_stats.jsonl +2 -0
- meta/info.json +127 -0
- meta/modality.json +35 -0
- meta/tasks.jsonl +1 -0
- videos/chunk-000/observation.images.front/episode_000000.mp4 +3 -0
- videos/chunk-000/observation.images.front/episode_000001.mp4 +3 -0
- videos/chunk-000/observation.images.wrist/episode_000000.mp4 +3 -0
- videos/chunk-000/observation.images.wrist/episode_000001.mp4 +3 -0
README.md
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---
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license: mit
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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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- SO-ARM101
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pretty_name: SO-ARM101 Pick and Place Dataset
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---
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# SO-ARM101 Pick and Place Dataset
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## Dataset Description
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This dataset contains demonstrations of a SO-ARM101 robotic arm performing pick-and-place tasks.
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**Task**: Pick up the red square block and place it inside the green square area on the right.
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## Dataset Structure
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- **Format**: LeRobot v2.1
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- **Robot**: SO-ARM101 (6 DOF arm)
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- **Total Episodes**: 2
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- **Total Frames**: 409
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- **FPS**: 30
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- **Video Resolution**: 640x480
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- **Cameras**: 2 (wrist camera, front camera)
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## Features
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### Observations
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- **State**: 6D joint positions (degrees)
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- shoulder_pan, shoulder_lift, elbow_flex, wrist_flex, wrist_roll, gripper
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- **Images**:
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- Wrist camera (640x480x3)
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- Front camera (640x480x3)
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### Actions
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- 6D joint position commands (degrees)
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## Usage
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```python
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from lerobot.common.datasets.lerobot_dataset import LeRobotDataset
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# Load dataset
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dataset = LeRobotDataset("edgarkim/so_arm101")
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# Access first frame
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frame = dataset[0]
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print(frame.keys())
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```
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## Citation
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If you use this dataset, please cite:
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```bibtex
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@dataset{so_arm101_pickplace,
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title = {SO-ARM101 Pick and Place Dataset},
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author = {Edgar Kim},
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year = {2025},
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publisher = {Hugging Face},
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howpublished = {\url{https://huggingface.co/datasets/edgarkim/so_arm101}}
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}
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```
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## License
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MIT License
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data/chunk-000/episode_000000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:5d96924ec6c8140e0606ef6223c2d93050ef0ec8fa6bb293242f50e298e3f0c0
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size 12783
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data/chunk-000/episode_000001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:0ca23a84972e9eb4e31508ad388986e84bdb38dbd714bcf60a7bb187a661fc62
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size 25053
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meta/episodes.jsonl
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{"episode_index": 0, "tasks": ["Pick up the red square block and place it inside the green square area on the right."], "length": 134}
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{"episode_index": 1, "tasks": ["Pick up the red square block and place it inside the green square area on the right."], "length": 275}
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meta/episodes_stats.jsonl
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{"episode_index": 0, "stats": {"observation.state": {"min": [-2.0214827060699463, -99.05265045166016, 83.23235321044922, 67.58783721923828, -5.888667106628418, -0.17578110098838806], "max": [-2.0214827060699463, -99.05265045166016, 83.23235321044922, 67.58783721923828, -5.888667106628418, -0.17578110098838806], "mean": [-2.021484136581421, -99.05271911621094, 83.2323989868164, 67.58788299560547, -5.888670921325684, -0.17578120529651642], "std": [1.430511474609375e-06, 6.866455078125e-05, 4.57763671875e-05, 4.57763671875e-05, 3.814697265625e-06, 1.043081283569336e-07], "count": [134]}, "action": {"min": [-2.0214827060699463, -99.05265045166016, 83.23235321044922, 67.58783721923828, -5.888667106628418, -0.17578110098838806], "max": [-2.0214827060699463, -99.05265045166016, 83.23235321044922, 67.58783721923828, -5.888667106628418, -0.17578110098838806], "mean": [-2.021484136581421, -99.05271911621094, 83.2323989868164, 67.58788299560547, -5.888670921325684, -0.17578120529651642], "std": [1.430511474609375e-06, 6.866455078125e-05, 4.57763671875e-05, 4.57763671875e-05, 3.814697265625e-06, 1.043081283569336e-07], "count": [134]}, "timestamp": {"min": [0.0], "max": [9.863791465759277], "mean": [4.932201862335205], "std": [2.8691422939300537], "count": [134]}, "frame_index": {"min": [0], "max": [133], "mean": [66.5], "std": [38.68139087468288], "count": [134]}, "episode_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [134]}, "index": {"min": [0], "max": [133], "mean": [66.5], "std": [38.68139087468288], "count": [134]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [134]}}}
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{"episode_index": 1, "stats": {"observation.state": {"min": [-34.277313232421875, -99.49210357666016, -78.92571258544922, 41.39645004272461, -27.333961486816406, -0.7031244039535522], "max": [35.595672607421875, 67.06049346923828, 86.74797058105469, 93.07609558105469, 16.78709602355957, 48.42769241333008], "mean": [-9.388315200805664, -9.555136680603027, 6.381168365478516, 70.55315399169922, -10.425745010375977, 19.62453269958496], "std": [20.357460021972656, 66.76144409179688, 59.539283752441406, 9.495656967163086, 13.017498016357422, 17.49346351623535], "count": [275]}, "action": {"min": [-34.277313232421875, -99.49210357666016, -78.92571258544922, 41.39645004272461, -27.333961486816406, -0.7031244039535522], "max": [35.595672607421875, 67.06049346923828, 86.74797058105469, 93.07609558105469, 16.78709602355957, 48.42769241333008], "mean": [-9.395346641540527, -9.554817199707031, 6.382447719573975, 70.5457992553711, -10.424466133117676, 19.62421417236328], "std": [20.355234146118164, 66.760986328125, 59.54094696044922, 9.498727798461914, 13.017962455749512, 17.493846893310547], "count": [275]}, "timestamp": {"min": [0.0], "max": [20.338542938232422], "mean": [10.170069694519043], "std": [5.893600940704346], "count": [275]}, "frame_index": {"min": [0], "max": [274], "mean": [137.0], "std": [79.38513714795737], "count": [275]}, "episode_index": {"min": [1], "max": [1], "mean": [1.0], "std": [0.0], "count": [275]}, "index": {"min": [134], "max": [408], "mean": [271.0], "std": [79.38513714795737], "count": [275]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [275]}}}
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meta/info.json
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{
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| 2 |
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"codebase_version": "v2.1",
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| 3 |
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"robot_type": "so101_follower",
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| 4 |
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"total_episodes": 2,
|
| 5 |
+
"total_frames": 409,
|
| 6 |
+
"total_tasks": 1,
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| 7 |
+
"total_videos": 4,
|
| 8 |
+
"total_chunks": 1,
|
| 9 |
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"chunks_size": 1000,
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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": "0:2"
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| 13 |
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},
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| 14 |
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"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
|
| 15 |
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"video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
|
| 16 |
+
"features": {
|
| 17 |
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"action": {
|
| 18 |
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"dtype": "float32",
|
| 19 |
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"shape": [
|
| 20 |
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6
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| 21 |
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],
|
| 22 |
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"names": [
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| 23 |
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"shoulder_pan.pos",
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| 24 |
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"shoulder_lift.pos",
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| 25 |
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"elbow_flex.pos",
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| 26 |
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"wrist_flex.pos",
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| 27 |
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"wrist_roll.pos",
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| 28 |
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"gripper.pos"
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| 29 |
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]
|
| 30 |
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},
|
| 31 |
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"observation.state": {
|
| 32 |
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"dtype": "float32",
|
| 33 |
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"shape": [
|
| 34 |
+
6
|
| 35 |
+
],
|
| 36 |
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"names": [
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| 37 |
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"shoulder_pan.pos",
|
| 38 |
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"shoulder_lift.pos",
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| 39 |
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"elbow_flex.pos",
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| 40 |
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"wrist_flex.pos",
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| 41 |
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"wrist_roll.pos",
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| 42 |
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"gripper.pos"
|
| 43 |
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]
|
| 44 |
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},
|
| 45 |
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"observation.images.wrist": {
|
| 46 |
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"dtype": "video",
|
| 47 |
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"shape": [
|
| 48 |
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480,
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| 49 |
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640,
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| 50 |
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3
|
| 51 |
+
],
|
| 52 |
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"names": [
|
| 53 |
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"height",
|
| 54 |
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"width",
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| 55 |
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"channels"
|
| 56 |
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],
|
| 57 |
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"info": {
|
| 58 |
+
"video.height": 480,
|
| 59 |
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"video.width": 640,
|
| 60 |
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"video.codec": "av1",
|
| 61 |
+
"video.pix_fmt": "yuv420p",
|
| 62 |
+
"video.is_depth_map": false,
|
| 63 |
+
"video.fps": 30,
|
| 64 |
+
"video.channels": 3,
|
| 65 |
+
"has_audio": false
|
| 66 |
+
}
|
| 67 |
+
},
|
| 68 |
+
"observation.images.front": {
|
| 69 |
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"dtype": "video",
|
| 70 |
+
"shape": [
|
| 71 |
+
480,
|
| 72 |
+
640,
|
| 73 |
+
3
|
| 74 |
+
],
|
| 75 |
+
"names": [
|
| 76 |
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"height",
|
| 77 |
+
"width",
|
| 78 |
+
"channels"
|
| 79 |
+
],
|
| 80 |
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"info": {
|
| 81 |
+
"video.height": 480,
|
| 82 |
+
"video.width": 640,
|
| 83 |
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"video.codec": "av1",
|
| 84 |
+
"video.pix_fmt": "yuv420p",
|
| 85 |
+
"video.is_depth_map": false,
|
| 86 |
+
"video.fps": 30,
|
| 87 |
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"video.channels": 3,
|
| 88 |
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"has_audio": false
|
| 89 |
+
}
|
| 90 |
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},
|
| 91 |
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"timestamp": {
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| 92 |
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"dtype": "float32",
|
| 93 |
+
"shape": [
|
| 94 |
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1
|
| 95 |
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],
|
| 96 |
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| 97 |
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},
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"frame_index": {
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"dtype": "int64",
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1
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],
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},
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"episode_index": {
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"dtype": "int64",
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"shape": [
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"index": {
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"names": null
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}
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}
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meta/modality.json
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{
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"state": {
|
| 3 |
+
"single_arm": {
|
| 4 |
+
"start": 0,
|
| 5 |
+
"end": 5
|
| 6 |
+
},
|
| 7 |
+
"gripper": {
|
| 8 |
+
"start": 5,
|
| 9 |
+
"end": 6
|
| 10 |
+
}
|
| 11 |
+
},
|
| 12 |
+
"action": {
|
| 13 |
+
"single_arm": {
|
| 14 |
+
"start": 0,
|
| 15 |
+
"end": 5
|
| 16 |
+
},
|
| 17 |
+
"gripper": {
|
| 18 |
+
"start": 5,
|
| 19 |
+
"end": 6
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"video": {
|
| 23 |
+
"front": {
|
| 24 |
+
"original_key": "observation.images.front"
|
| 25 |
+
},
|
| 26 |
+
"wrist": {
|
| 27 |
+
"original_key": "observation.images.wrist"
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"annotation": {
|
| 31 |
+
"human.task_description": {
|
| 32 |
+
"original_key": "task_index"
|
| 33 |
+
}
|
| 34 |
+
}
|
| 35 |
+
}
|
meta/tasks.jsonl
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"task_index": 0, "task": "Pick up the red square block and place it inside the green square area on the right."}
|
videos/chunk-000/observation.images.front/episode_000000.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:17cd3bae8e2d2de548cbe231a9d63204e769ae86a33d54c74dbbf7f10b545be5
|
| 3 |
+
size 112131
|
videos/chunk-000/observation.images.front/episode_000001.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:12d9c8bed5d213957572ac8a6ab860ad764421d06d3d4492adb5c7a132260c22
|
| 3 |
+
size 421324
|
videos/chunk-000/observation.images.wrist/episode_000000.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ae822a448023894dcfde84be7a115238d653b38c90a0d8578be0e3b821eedb0a
|
| 3 |
+
size 255527
|
videos/chunk-000/observation.images.wrist/episode_000001.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e572dc017e88e406ad08aaeb6bd15359b44da2bb37a584780adaad2930df4aa4
|
| 3 |
+
size 1269182
|