Mauricio Rosas Gonzalez
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Browse files- README.md +17 -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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# Dual_SOARM101
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**This dataset was generated using [phosphobot](https://docs.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.
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To get started in robotics, [get your own phospho starter pack.](https://robots.phospho.ai).
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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 sha256:07b59b431be05022b69fa631ef4442896e3ca2d18f6c30a424c4cd579c758117
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size 7880
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meta/episodes.jsonl
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{"episode_index":0,"tasks":["Test with Dual ARM SO-101"],"length":92}
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meta/episodes_stats.jsonl
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{"episode_index": 0, "stats": {"observation.state": {"max": [-0.023015330795529622, 0.0260840415682669, 0.9865905134350363, 0.5707802037291346, 0.019946620022792336, 0.019946620022792336, -0.009206132318211848, 0.1856570017506056, 0.945162918003083, 0.6137421545474565, 0.058305504682008374, 0.023015330795529622], "min": [-0.08132083547753799, -1.3640419384817222, 0.17645086943239374, 0.0444963062046906, 0.007671776931843207, 0.019946620022792336, -0.05523679390927109, -1.3701793600271968, -0.3759170696603171, 0.04296195081832196, 0.0, 0.023015330795529622], "mean": [-0.03455635174517203, -0.27791845824398886, 0.31722797613171655, 0.15760498262156153, 0.009072710110701526, 0.019946620022792298, -0.028902585701922317, -0.1706303256297561, 0.12393255300114545, 0.2437957286732269, 0.010673776600825325, 0.02301533079552964], "std": [0.02159678612266825, 0.5720448439763941, 0.26525163013760916, 0.2148286141708294, 0.002730269590184845, 1.337510218503426e-09, 0.008916030110885514, 0.6374306118278249, 0.4743784896337943, 0.21031360016809947, 0.02096114473235661, 3.2927225399135965e-10], "count": [92]}, "action": {"max": [-0.023015330795529622, 0.0260840415682669, 0.9865905134350363, 0.5707802037291346, 0.019946620022792336, 0.019946620022792336, -0.009206132318211848, 0.1856570017506056, 0.945162918003083, 0.6137421545474565, 0.058305504682008374, 0.023015330795529622], "min": [-0.08132083547753799, -1.3640419384817222, 0.17645086943239374, 0.0444963062046906, 0.007671776931843207, 0.019946620022792336, -0.05523679390927109, -1.3701793600271968, -0.3759170696603171, 0.04296195081832196, 0.0, 0.023015330795529622], "mean": [-0.03455635174517203, -0.27791845824398886, 0.31722797613171655, 0.15760498262156153, 0.009072710110701526, 0.019946620022792298, -0.028902585701922317, -0.1706303256297561, 0.12393255300114545, 0.2437957286732269, 0.010673776600825325, 0.02301533079552964], "std": [0.02159678612266825, 0.5720448439763941, 0.26525163013760916, 0.2148286141708294, 0.002730269590184845, 1.337510218503426e-09, 0.008916030110885514, 0.6374306118278249, 0.4743784896337943, 0.21031360016809947, 0.02096114473235661, 3.2927225399135965e-10], "count": [92]}, "timestamp": {"max": [56.374361489999956], "min": [0.04007831599983547], "mean": [27.561648230847762], "std": [16.121020972892094], "count": [92]}, "frame_index": {"max": [91], "min": [0], "mean": [45.5], "std": [26.556543449779003], "count": [92]}, "episode_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "count": [92]}, "index": {"max": [91], "min": [0], "mean": [45.5], "std": [26.556543449779003], "count": [92]}, "task_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "count": [92]}, "observation.images.main": {"max": [[[0.0]], [[0.0]], [[0.0]]], "min": [[[0.0]], [[0.0]], [[0.0]]], "mean": [[[0.0]], [[0.0]], [[0.0]]], "std": [[[0.0]], [[0.0]], [[0.0]]], "count": [190771200]}, "observation.images.secondary_0": {"max": [[[1.0]], [[0.8823529481887817]], [[0.9137254953384399]]], "min": [[[0.0]], [[0.0]], [[0.0]]], "mean": [[[0.13795581459999084]], [[0.11769700795412064]], [[0.1227714866399765]]], "std": [[[0.11679855734109879]], [[0.11612838506698608]], [[0.11452692747116089]]], "count": [190771200]}, "observation.images.secondary_1": {"max": [[[1.0]], [[1.0]], [[1.0]]], "min": [[[0.0]], [[0.0]], [[0.0]]], "mean": [[[0.40921878814697266]], [[0.32998937368392944]], [[0.280924916267395]]], "std": [[[0.27773305773735046]], [[0.2824883759021759]], [[0.2863466143608093]]], "count": [190771200]}}}
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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": 92,
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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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"dtype": "float32",
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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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"names": [
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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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]
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},
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"timestamp": {
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}
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}
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meta/tasks.jsonl
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{"task_index":0,"task":"Test with Dual ARM SO-101"}
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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:ee49a7ddca323fbf38bd92261a0e9498e1f3fa79a66b654060e89b40ed293c25
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size 18064
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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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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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size 2307591
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