Mauricio Rosas Gonzalez commited on
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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 +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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# Dual_SOARM101v2
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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 sha256:289db0c8177928b6f33ccc8a8f7b5b639b023055b5910940a5ec86cea62ed87d
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size 27726
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meta/episodes.jsonl
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{"episode_index":0,"tasks":["Test with Dual ARM SO-101"],"length":208}
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meta/episodes_stats.jsonl
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{"episode_index": 0, "stats": {"observation.state": {"max": [0.05828391601711088, 0.027618396954635544, 1.4192787323909932, 1.677050437300925, 0.12121407552312266, 1.894928902165272, 0.827899550882053, 0.9405598518439772, 1.407003889300044, 1.6862565696191367, 0.9574377610940322, 2.2079374009844748], "min": [-1.247463545133586, -1.5941952464370184, -0.4741158143879102, -0.007671776931843207, -0.2040692663870293, -3.472818834540623e-05, -0.7929659855610768, -1.5987983125961243, -0.8653764379119138, -0.23580110577494445, -0.16877909250055054, -2.7138532316245957e-05], "mean": [-0.39177672670454844, -0.8634349670766954, 0.6201604821958969, 0.5389449335668971, -0.04908184089445818, 0.28370221449017996, 0.11144800857585942, -0.9456874260116409, 0.47760479339429995, 0.8029672088295471, 0.1207267460333521, 0.326511006035601], "std": [0.4790862632658266, 0.6218495611756073, 0.5068280745277516, 0.5188120509651198, 0.0503219763945434, 0.6358967863302436, 0.3349735814496109, 0.6115094551556332, 0.44255067214090454, 0.7105298508295046, 0.2022986197868066, 0.7153837956194384], "count": [208]}, "action": {"max": [0.05828391601711088, 0.027618396954635544, 1.4192787323909932, 1.677050437300925, 0.12121407552312266, 1.894928902165272, 0.827899550882053, 0.9405598518439772, 1.407003889300044, 1.6862565696191367, 0.9574377610940322, 2.2079374009844748], "min": [-1.247463545133586, -1.5941952464370184, -0.4741158143879102, -0.007671776931843207, -0.2040692663870293, -3.472818834540623e-05, -0.7929659855610768, -1.5987983125961243, -0.8653764379119138, -0.23580110577494445, -0.16877909250055054, -2.7138532316245957e-05], "mean": [-0.39177672670454844, -0.8634349670766954, 0.6201604821958969, 0.5389449335668971, -0.04908184089445818, 0.28370221449017996, 0.11144800857585942, -0.9456874260116409, 0.47760479339429995, 0.8029672088295471, 0.1207267460333521, 0.326511006035601], "std": [0.4790862632658266, 0.6218495611756073, 0.5068280745277516, 0.5188120509651198, 0.0503219763945434, 0.6358967863302436, 0.3349735814496109, 0.6115094551556332, 0.44255067214090454, 0.7105298508295046, 0.2022986197868066, 0.7153837956194384], "count": [208]}, "timestamp": {"max": [78.43090245800022], "min": [0.005731560000185709], "mean": [38.87146113547605], "std": [22.748602966012808], "count": [208]}, "frame_index": {"max": [207], "min": [0], "mean": [103.5], "std": [60.043734061099165], "count": [208]}, "episode_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "count": [208]}, "index": {"max": [207], "min": [0], "mean": [103.5], "std": [60.043734061099165], "count": [208]}, "task_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "count": [208]}, "observation.images.main": {"max": [[[1.0]], [[1.0]], [[1.0]]], "min": [[[0.0]], [[0.0]], [[0.0]]], "mean": [[[0.09802588075399399]], [[0.0932203009724617]], [[0.11260372400283813]]], "std": [[[0.10262748599052429]], [[0.10171732306480408]], [[0.10169929265975952]]], "count": [431308800]}, "observation.images.secondary_0": {"max": [[[1.0]], [[1.0]], [[1.0]]], "min": [[[0.0]], [[0.0]], [[0.0]]], "mean": [[[0.11091551929712296]], [[0.10187523812055588]], [[0.11252018064260483]]], "std": [[[0.11023087054491043]], [[0.11147972196340561]], [[0.1088382750749588]]], "count": [431308800]}}}
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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": 208,
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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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"names": [
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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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"observation.images.main": {
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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 sha256:38c9fce01267130fb095818e25d455ae4e7ee4b24d9e8361729a00f296c73584
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size 4322911
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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 sha256:2f340dbd567aaf4a44ee599e9688ddc31db46f45b6743577e0e354d67846a809
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size 4338973
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