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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 +153 -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
- videos/chunk-000/observation.images.secondary_1/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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# BeadDataset2
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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 sha256:06583e65fd5bf00be3526ec43fee5941732fadadccccbee9c7cd45716f876411
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size 43037
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meta/episodes.jsonl
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{"episode_index":0,"tasks":["Pick the bead and put it on the wire"],"length":720}
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meta/episodes_stats.jsonl
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{"episode_index": 0, "stats": {"observation.state": {"max": [0.932888074912134, 0.874582570230126, 1.4000000000000008, 1.5757829818005944, -0.08438954625027524, 0.6119344773790957, 1.5707963267948966, 1.5707963267948963, -1.5707963267948957, -1.5707963267948961, 1.5707963267948957, 1.5000000000000002], "min": [-0.15650424940960153, -1.570800000000001, -0.8132083547753803, -0.0797864800911694, -2.38131955964413, 0.0140405616224649, 1.5707963267948966, 1.5707963267948963, -1.5707963267948957, -1.5707963267948961, 1.5707963267948957, 1.5000000000000002], "mean": [0.37536086583275907, 0.0880301886354917, -0.04228172051419261, 1.1688825885813703, -1.6995607094484446, 0.2467969968798763, 1.570796326794912, 1.5707963267949117, -1.5707963267949117, -1.5707963267949117, 1.5707963267949117, 1.5000000000000002], "std": [0.33500658897471636, 0.6961366818552687, 0.5949447996731152, 0.3919920770556457, 0.6478418820011993, 0.2192682890152199, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "count": [720]}, "action": {"max": [0.932888074912134, 0.874582570230126, 1.4000000000000008, 1.5757829818005944, -0.08438954625027524, 0.6119344773790957, 1.5707963267948966, 1.5707963267948963, -1.5707963267948957, -1.5707963267948961, 1.5707963267948957, 1.5000000000000002], "min": [-0.15650424940960153, -1.570800000000001, -0.8132083547753803, -0.0797864800911694, -2.38131955964413, 0.0140405616224649, 1.5707963267948966, 1.5707963267948963, -1.5707963267948957, -1.5707963267948961, 1.5707963267948957, 1.5000000000000002], "mean": [0.37536086583275907, 0.0880301886354917, -0.04228172051419261, 1.1688825885813703, -1.6995607094484446, 0.2467969968798763, 1.570796326794912, 1.5707963267949117, -1.5707963267949117, -1.5707963267949117, 1.5707963267949117, 1.5000000000000002], "std": [0.33500658897471636, 0.6961366818552687, 0.5949447996731152, 0.3919920770556457, 0.6478418820011993, 0.2192682890152199, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "count": [720]}, "timestamp": {"max": [47.144865901], "min": [0.11013268700003209], "mean": [23.52953264201807], "std": [13.56502398684437], "count": [720]}, "frame_index": {"max": [719], "min": [0], "mean": [359.5], "std": [207.84589643932512], "count": [720]}, "episode_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "count": [720]}, "index": {"max": [719], "min": [0], "mean": [359.5], "std": [207.84589643932512], "count": [720]}, "task_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "count": [720]}, "observation.images.main": {"max": [[[1.0]], [[1.0]], [[1.0]]], "min": [[[0.0]], [[0.0313725508749485]], [[0.007843137718737125]]], "mean": [[[0.5048317909240723]], [[0.5629948973655701]], [[0.5950126051902771]]], "std": [[[0.20393364131450653]], [[0.1808091700077057]], [[0.16539126634597778]]], "count": [55296000]}, "observation.images.secondary_0": {"max": [[[1.0]], [[1.0]], [[1.0]]], "min": [[[0.003921568859368563]], [[0.0]], [[0.0]]], "mean": [[[0.4315912127494812]], [[0.43366438150405884]], [[0.4215422570705414]]], "std": [[[0.21578319370746613]], [[0.2014571875333786]], [[0.1993878036737442]]], "count": [55296000]}, "observation.images.secondary_1": {"max": [[[1.0]], [[1.0]], [[1.0]]], "min": [[[0.01568627543747425]], [[0.0117647061124444]], [[0.003921568859368563]]], "mean": [[[0.4395602345466614]], [[0.5171681642532349]], [[0.5072564482688904]]], "std": [[[0.30345794558525085]], [[0.274632066488266]], [[0.28525516390800476]]], "count": [55296000]}}}
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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": 720,
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"total_tasks": 1,
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"total_videos": 3,
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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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},
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"frame_index": {
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"dtype": "int64",
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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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240,
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320,
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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": "mp4v",
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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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"has_audio": false
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}
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},
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"observation.images.secondary_1": {
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"dtype": "video",
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"channel"
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"info": {
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"video.codec": "mp4v",
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"video.pix_fmt": "yuv420p",
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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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}
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meta/tasks.jsonl
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{"task_index":0,"task":"Pick the bead and put it on the wire"}
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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:bafa195abb5cc24fc8bcb06969d0af70a070a8d71951b632e1529a4e1889a7f8
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size 6513693
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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 sha256:59c6950ae35ed9670e2d999989913167ba8c35360a2c5252b44cb6a7b828a297
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size 5926892
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videos/chunk-000/observation.images.secondary_1/episode_000000.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:5479f4e73c9ddd09ba1e32a610ad270cf3913b735df3629890c0a213d4782962
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size 3092100
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