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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 +141 -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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# 3Cam
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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:e07d6dc2e7306096cc10669889b96a7ffccdf5e49f5d024e033f36746ddaa469
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size 25931
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meta/episodes.jsonl
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{"episode_index":0,"tasks":["Pick the red item and place it on the white tray."],"length":531}
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meta/episodes_stats.jsonl
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{"episode_index": 0, "stats": {"observation.state": {"max": [-0.08132083547753799, 0.6321544191838803, 1.5849891141188066, 0.19026006790971153, 0.023015330795529622, 1.6187449326189167], "min": [-1.3103394999588196, -1.762974338937569, 0.42808515279685094, -1.210606399844858, 0.013809198477317772, 0.023015330795529622], "mean": [-0.506718699179619, -0.5699740170007057, 1.0898488745120278, -0.8693177952509094, 0.016756547807065376, 0.35437252397149316], "std": [0.44817368102177463, 0.8158144759138847, 0.4060562204623741, 0.35367096927317376, 0.0011391311182976295, 0.5242104348014757], "sum": [-269.0676292643777, -302.6562030273747, 578.7097523658867, -461.60774927823286, 8.897726885551714, 188.17181022886285], "square_sum": [242.99807237167195, 525.9149523974471, 718.2583306526519, 467.70298591630643, 0.14978422199514013, 212.59990328706039], "count": 531}, "action": {"max": [-0.08132083547753799, 0.6321544191838803, 1.5849891141188066, 0.19026006790971153, 0.023015330795529622, 1.6187449326189167], "min": [-1.3103394999588196, -1.762974338937569, 0.42808515279685094, -1.210606399844858, 0.013809198477317772, 0.023015330795529622], "mean": [-0.506718699179619, -0.5699740170007057, 1.0898488745120278, -0.8693177952509094, 0.016756547807065376, 0.35437252397149316], "std": [0.44817368102177463, 0.8158144759138847, 0.4060562204623741, 0.35367096927317376, 0.0011391311182976295, 0.5242104348014757], "sum": [-269.0676292643777, -302.6562030273747, 578.7097523658867, -461.60774927823286, 8.897726885551714, 188.17181022886285], "square_sum": [242.99807237167195, 525.9149523974471, 718.2583306526519, 467.70298591630643, 0.14978422199514013, 212.59990328706039], "count": 531}, "timestamp": {"max": [37.51221467899995], "min": [0.015652273999876343], "mean": [18.85728759402431], "std": [10.835106858126656], "sum": [10013.219712426908], "square_sum": [251161.31993233698], "count": 531}, "frame_index": {"max": [530], "min": [0], "mean": [265.0], "std": [153.28622464744402], "sum": [140715], "square_sum": [49766205], "count": 531}, "episode_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "sum": [0], "square_sum": [0], "count": 531}, "index": {"max": [530], "min": [0], "mean": [265.0], "std": [153.28622464744402], "sum": [140715], "square_sum": [49766205], "count": 531}, "task_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "sum": [0], "square_sum": [0], "count": 531}, "observation.images.main": {"max": [[[1.0]], [[1.0]], [[1.0]]], "min": [[[0.0]], [[0.0]], [[0.0]]], "mean": [[[0.4722039783427495]], [[0.4047468171296296]], [[0.3736131709039548]]], "std": [[[0.26657851256809456]], [[0.23901661232945293]], [[0.242613663738885]]], "sum": [19256856.0, 16505899.0, 15236244.0], "square_sum": [11991215.0, 9010474.0, 8092876.0], "count": 40780800}, "observation.images.secondary_0": {"max": [[[1.0]], [[1.0]], [[1.0]]], "min": [[[0.0]], [[0.003921568859368563]], [[0.0]]], "mean": [[[0.32587322955900816]], [[0.3560171453232894]], [[0.38027395244821094]]], "std": [[[0.19982884462681105]], [[0.17574185786118207]], [[0.1744413668686674]]], "sum": [13289371.0, 14518664.0, 15507876.0], "square_sum": [5959091.5, 6428416.5, 7138192.5], "count": 40780800}, "observation.images.secondary_1": {"max": [[[1.0]], [[1.0]], [[1.0]]], "min": [[[0.0]], [[0.0]], [[0.0]]], "mean": [[[0.43984242584745764]], [[0.45669108992467045]], [[0.46626162311676084]]], "std": [[[0.23126542738302372]], [[0.24573571147301046]], [[0.2482847382773309]]], "sum": [17937126.0, 18624228.0, 19014522.0], "square_sum": [10070617.0, 10968110.0, 11379687.0], "count": 40780800}}}
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meta/info.json
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{
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"robot_type": "so-100",
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"codebase_version": "v2.1",
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"total_episodes": 1,
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"total_frames": 531,
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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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],
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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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]
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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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]
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},
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"timestamp": {
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}
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},
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"observation.images.secondary_0": {
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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 red item and place it on the white tray."}
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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 sha256:04182d1e96da5cdfff9d849bfd9db8cd232932ea2a27ff9cf7d74a382fc28805
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size 1540501
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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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size 504367
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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 sha256:88d86bed046c645f6eb62eceddb8701386d2f26a696d402d2cce23858b51bb32
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size 715435
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