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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 +121 -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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# Remove_Red_Object_V2
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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 sha256:5a309b1fa1f0ee3abef33fc9bd733f0d44b5a9ac0a760118144796cc1918b371
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size 12717
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meta/episodes.jsonl
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{"episode_index":0,"tasks":["Pick up the red color object from the rectangular square area"],"length":110}
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meta/episodes_stats.jsonl
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{"episode_index": 0, "stats": {"observation.state": {"max": [0.21480975409160968, 0.8070709332299055, 1.4000000000000008, 1.6700000000000008, 0.47565016977427904, 0.5655021834061135], "min": [-0.33295511884199513, -1.570800000000001, -0.7963304455253253, 1.0126745550033025, -0.11354229859127941, -2.3487759851839e-16], "mean": [0.025107633595123278, -0.5726264868244715, 0.3361003006313422, 1.3177186998385544, 0.03689427269950053, 0.11629614926558161], "std": [0.13238654553167944, 1.00315261156671, 0.9563391605340741, 0.15274724241782042, 0.13561343804460757, 0.16464247715272953], "count": [110]}, "action": {"max": [0.21480975409160968, 0.8070709332299055, 1.4000000000000008, 1.6700000000000008, 0.47565016977427904, 0.5655021834061135], "min": [-0.33295511884199513, -1.570800000000001, -0.7963304455253253, 1.0126745550033025, -0.11354229859127941, -2.3487759851839e-16], "mean": [0.025107633595123278, -0.5726264868244715, 0.3361003006313422, 1.3177186998385544, 0.03689427269950053, 0.11629614926558161], "std": [0.13238654553167944, 1.00315261156671, 0.9563391605340741, 0.15274724241782042, 0.13561343804460757, 0.16464247715272953], "count": [110]}, "timestamp": {"max": [11.417112499999348], "min": [0.11517109999840613], "mean": [5.739689442726111], "std": [3.2833743221235157], "count": [110]}, "frame_index": {"max": [109], "min": [0], "mean": [54.5], "std": [31.752952618614856], "count": [110]}, "episode_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "count": [110]}, "index": {"max": [109], "min": [0], "mean": [54.5], "std": [31.752952618614856], "count": [110]}, "task_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "count": [110]}, "observation.images.main": {"max": [[[0.7372549176216125]], [[0.7411764860153198]], [[0.8470588326454163]]], "min": [[[0.03921568766236305]], [[0.03921568766236305]], [[0.0470588244497776]]], "mean": [[[0.47969579696655273]], [[0.480397492647171]], [[0.4808131158351898]]], "std": [[[0.13339269161224365]], [[0.10994185507297516]], [[0.10020247846841812]]], "count": [8448000]}, "observation.images.secondary_0": {"max": [[[0.8078431487083435]], [[0.8196078538894653]], [[0.929411768913269]]], "min": [[[0.0]], [[0.0]], [[0.0]]], "mean": [[[0.456863671541214]], [[0.4562707245349884]], [[0.4587458670139313]]], "std": [[[0.15875904262065887]], [[0.14864224195480347]], [[0.16482335329055786]]], "count": [8448000]}}}
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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": 110,
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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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6
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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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"dtype": "float32",
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"shape": [
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6
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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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"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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1
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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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1
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"names": null
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},
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"task_index": {
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"shape": [
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1
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"names": null
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"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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"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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],
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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":"Pick up the red color object from the rectangular square area"}
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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 sha256:12005b822061c608385c42b9c17e3c37ceefd904cc39a1fc4c4db533945e9ab2
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size 120364
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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 sha256:8f1368cef2c5b3ce15c64ffc11b0cc4537d4888631a9d1c468855c7d18841c81
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size 164745
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