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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
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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:a8ccd6de2c6a1f02df300fa89918b8ea66a5773df3592d20452781c9dfe53ded
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size 5460
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meta/episodes.jsonl
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{"episode_index":0,"tasks":["find cube, pick it up, place it on the red x and let it go"],"length":22}
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meta/episodes_stats.jsonl
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{"episode_index": 0, "stats": {"observation.state": {"max": [-0.01074048770458049, 0.03989324004558467, 0.0889926124093812, 0.030687107727372827, 0.0015343553863686413, 0.01227484309094913, -0.016877909250055056, 0.013809198477317772, 0.141160695545915, 0.03835888465921603, -0.006137421545474565, 0.004603066159105924], "min": [-0.01074048770458049, 0.03989324004558467, 0.0889926124093812, 0.030687107727372827, 0.0015343553863686413, 0.01227484309094913, -0.016877909250055056, 0.013809198477317772, 0.141160695545915, 0.03835888465921603, -0.006137421545474565, 0.004603066159105924], "mean": [-0.010740487704580491, 0.03989324004558469, 0.08899261240938118, 0.030687107727372823, 0.0015343553863686405, 0.012274843090949124, -0.016877909250055056, 0.013809198477317769, 0.14116069554591495, 0.038358884659216025, -0.006137421545474562, 0.004603066159105925], "std": [0.0, 0.0, 0.0, 4.656612873077393e-10, 4.1159031748919956e-11, 3.2927225399135965e-10, 0.0, 2.3283064365386963e-10, 3.226196034939731e-09, 0.0, 1.6463612699567982e-10, 0.0], "count": [22]}, "action": {"max": [-0.01074048770458049, 0.03989324004558467, 0.0889926124093812, 0.030687107727372827, 0.0015343553863686413, 0.01227484309094913, -0.016877909250055056, 0.013809198477317772, 0.141160695545915, 0.03835888465921603, -0.006137421545474565, 0.004603066159105924], "min": [-0.01074048770458049, 0.03989324004558467, 0.0889926124093812, 0.030687107727372827, 0.0015343553863686413, 0.01227484309094913, -0.016877909250055056, 0.013809198477317772, 0.141160695545915, 0.03835888465921603, -0.006137421545474565, 0.004603066159105924], "mean": [-0.010740487704580491, 0.03989324004558469, 0.08899261240938118, 0.030687107727372823, 0.0015343553863686405, 0.012274843090949124, -0.016877909250055056, 0.013809198477317769, 0.14116069554591495, 0.038358884659216025, -0.006137421545474562, 0.004603066159105925], "std": [0.0, 0.0, 0.0, 4.656612873077393e-10, 4.1159031748919956e-11, 3.2927225399135965e-10, 0.0, 2.3283064365386963e-10, 3.226196034939731e-09, 0.0, 1.6463612699567982e-10, 0.0], "count": [22]}, "timestamp": {"max": [0.7012909599579871], "min": [0.00046700797975063324], "mean": [0.35130878624675627], "std": [0.2119492878267011], "count": [22]}, "frame_index": {"max": [21], "min": [0], "mean": [10.5], "std": [6.34428877022476], "count": [22]}, "episode_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "count": [22]}, "index": {"max": [21], "min": [0], "mean": [10.5], "std": [6.34428877022476], "count": [22]}, "task_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "count": [22]}, "observation.images.main": {"max": [[[1.0]], [[0.9411764740943909]], [[1.0]]], "min": [[[0.0]], [[0.0]], [[0.0]]], "mean": [[[0.7009408473968506]], [[0.6881216168403625]], [[0.6600980758666992]]], "std": [[[0.13611873984336853]], [[0.19816888868808746]], [[0.3068685829639435]]], "count": [1689600]}, "observation.images.secondary_0": {"max": [[[1.0]], [[1.0]], [[1.0]]], "min": [[[0.0117647061124444]], [[0.0]], [[0.0]]], "mean": [[[0.641703724861145]], [[0.5932806134223938]], [[0.570992648601532]]], "std": [[[0.21883873641490936]], [[0.28324052691459656]], [[0.3300553262233734]]], "count": [1689600]}}}
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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": 22,
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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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],
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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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"shape": [
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"names": null
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"task_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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240,
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320,
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3
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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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320,
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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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}
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}
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meta/tasks.jsonl
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{"task_index":0,"task":"find cube, pick it up, place it on the red x and let it go"}
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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:db51dcfe202a3638baf9ca4c14b25df01c51ecdf5814dfa67a306d44b1a778cf
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size 15190
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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:c4b2c086cfeb55955e1450b653810fce591551f3ca906ce0986ffa5e031664dc
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size 11066
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