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Browse files- README.md +15 -0
- data/chunk-000/episode_000000.parquet +3 -0
- meta/episodes.jsonl +1 -0
- meta/episodes_stats.jsonl +1 -0
- meta/info.json +133 -0
- meta/tasks.jsonl +1 -0
- videos/chunk-000/observation.images.main/episode_000000.mp4 +3 -0
- videos/chunk-000/observation.images.secondary_0/episode_000000.mp4 +3 -0
README.md
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---
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tags:
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- phosphobot
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- so100
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- phospho-dk
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task_categories:
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- robotics
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---
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# example_dataset_2
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**This dataset was generated using a [phospho starter pack](https://robots.phospho.ai).**
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This dataset contains a series of episodes recorded with a robot and multiple cameras. It can be directly used to train a policy using imitation learning. It's compatible with LeRobot and RLDS.
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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 sha256:97baf83a7d8501007fd5cf453462710a64a83879da7cb9c9a874ff651ae397bf
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size 5679
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meta/episodes.jsonl
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{"episode_index":0,"tasks":["None"],"length":34}
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meta/episodes_stats.jsonl
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{"episode_index": 0, "stats": {"observation.state": {"max": [-1.1875910690493283, -1.2857898137769215, 1.0725144150716803, 0.2853901018645673, -1.2842554583905528, 2.1879907809616825, -0.868445148684651, 0.43115386356958824, 0.02454968618189826, -0.37284835888757983, -0.6705133038430963, 2.186456425575314], "min": [-1.1875910690493283, -1.2857898137769215, 1.0725144150716803, 0.2853901018645673, -1.2842554583905528, 2.1879907809616825, -0.868445148684651, 0.43115386356958824, 0.02454968618189826, -0.37284835888757983, -0.6705133038430963, 2.186456425575314], "mean": [-1.187591069049328, -1.285789813776922, 1.0725144150716803, 0.28539010186456737, -1.2842554583905532, 2.1879907809616834, -0.8684451486846506, 0.43115386356958796, 0.024549686181898244, -0.37284835888757994, -0.6705133038430968, 2.1864564255753147], "std": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.5809568279517847e-08, 1.747316032582309e-08, 9.878167619740788e-10, 0.0, 0.0, 0.0], "count": [34]}, "action": {"max": [-1.1875910690493283, -1.2857898137769215, 1.0725144150716803, 0.2853901018645673, -1.2842554583905528, 2.1879907809616825, -0.868445148684651, 0.43115386356958824, 0.02454968618189826, -0.37284835888757983, -0.6705133038430963, 2.186456425575314], "min": [-1.1875910690493283, -1.2857898137769215, 1.0725144150716803, 0.2853901018645673, -1.2842554583905528, 2.1879907809616825, -0.868445148684651, 0.43115386356958824, 0.02454968618189826, -0.37284835888757983, -0.6705133038430963, 2.186456425575314], "mean": [-1.187591069049328, -1.285789813776922, 1.0725144150716803, 0.28539010186456737, -1.2842554583905532, 2.1879907809616834, -0.8684451486846506, 0.43115386356958796, 0.024549686181898244, -0.37284835888757994, -0.6705133038430968, 2.1864564255753147], "std": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.5809568279517847e-08, 1.747316032582309e-08, 9.878167619740788e-10, 0.0, 0.0, 0.0], "count": [34]}, "timestamp": {"max": [1.2104309999995166], "min": [0.009521457999653649], "mean": [0.601769554822193], "std": [0.3577766088772453], "count": [34]}, "frame_index": {"max": [33], "min": [0], "mean": [16.5], "std": [9.810708435174291], "count": [34]}, "episode_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "count": [34]}, "index": {"max": [33], "min": [0], "mean": [16.5], "std": [9.810708435174291], "count": [34]}, "task_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "count": [34]}, "observation.images.main": {"max": [[[0.843137264251709]], [[0.8470588326454163]], [[0.843137264251709]]], "min": [[[0.13725490868091583]], [[0.13725490868091583]], [[0.13725490868091583]]], "mean": [[[0.32828637957572937]], [[0.3299768269062042]], [[0.32796263694763184]]], "std": [[[0.1432744562625885]], [[0.14336268603801727]], [[0.14340266585350037]]], "count": [2611200]}, "observation.images.secondary_0": {"max": [[[0.8509804010391235]], [[0.8666666746139526]], [[0.8941176533699036]]], "min": [[[0.0]], [[0.0]], [[0.0]]], "mean": [[[0.5788368582725525]], [[0.5814917087554932]], [[0.5786766409873962]]], "std": [[[0.18843196332454681]], [[0.18143369257450104]], [[0.1788809597492218]]], "count": [2611200]}}}
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meta/info.json
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{
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"robot_type": "so-100, so-100",
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"codebase_version": "v2.1",
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"total_episodes": 1,
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"total_frames": 34,
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"total_tasks": 1,
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"total_videos": 2,
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"total_chunks": 1,
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"chunks_size": 1000,
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"fps": 30,
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"splits": {
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"train": "0:1"
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},
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"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
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"video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
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"features": {
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"action": {
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"dtype": "float32",
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"shape": [
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12
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],
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"names": [
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"motor_1",
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"motor_2",
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"motor_3",
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"motor_4",
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"motor_5",
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"motor_6",
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"motor_1_secondary",
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"motor_2_secondary",
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"motor_3_secondary",
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"motor_4_secondary",
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"motor_5_secondary",
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"motor_6_secondary"
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]
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},
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"observation.state": {
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"dtype": "float32",
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"shape": [
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12
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],
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"names": [
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"motor_1",
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"motor_2",
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"motor_3",
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"motor_4",
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"motor_5",
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"motor_6",
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"motor_1_secondary",
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"motor_2_secondary",
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"motor_3_secondary",
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"motor_4_secondary",
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"motor_5_secondary",
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"motor_6_secondary"
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]
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},
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"timestamp": {
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"dtype": "float32",
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"shape": [
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1
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"names": null
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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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"names": null
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"frame_index": {
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"dtype": "int64",
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"index": {
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"names": null
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},
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"observation.images.main": {
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"dtype": "video",
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"shape": [
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],
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"names": [
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"height",
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"width",
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"channel"
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],
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"info": {
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"video.fps": 30,
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"video.codec": "avc1",
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"video.pix_fmt": "yuv420p",
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"video.is_depth_map": false,
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"has_audio": false
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}
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},
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"observation.images.secondary_0": {
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"dtype": "video",
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"shape": [
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240,
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"names": [
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"height",
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"width",
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"channel"
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"video.is_depth_map": false,
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}
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}
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}
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meta/tasks.jsonl
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{"task_index":0,"task":"None"}
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videos/chunk-000/observation.images.main/episode_000000.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:41922f50ac3a2d56e8652453e92ea92fe0ac168f92cf1cf0f60a4e9d61599d74
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size 11305
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videos/chunk-000/observation.images.secondary_0/episode_000000.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:7ca1c33f627736acca32ef19c7ad80cd997df5b3e3e6cdcbc8e54d6eb230ac76
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size 17809
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