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Browse files- README.md +148 -0
- data/chunk-000/episode_000000.parquet +3 -0
- data/chunk-000/episode_000001.parquet +3 -0
- data/chunk-000/episode_000002.parquet +3 -0
- data/chunk-000/episode_000003.parquet +3 -0
- data/chunk-000/episode_000004.parquet +3 -0
- meta/episodes.jsonl +5 -0
- meta/episodes_stats.jsonl +5 -0
- meta/global_min_max.json +52 -0
- meta/index_tracker.json +1 -0
- meta/info.json +131 -0
- meta/tasks.jsonl +2 -0
- videos/chunk-000/observation.images.scene_image/episode_000000.mp4 +3 -0
- videos/chunk-000/observation.images.scene_image/episode_000001.mp4 +3 -0
- videos/chunk-000/observation.images.scene_image/episode_000002.mp4 +3 -0
- videos/chunk-000/observation.images.scene_image/episode_000003.mp4 +3 -0
- videos/chunk-000/observation.images.scene_image/episode_000004.mp4 +3 -0
- videos/chunk-000/observation.images.wrist_image/episode_000000.mp4 +3 -0
- videos/chunk-000/observation.images.wrist_image/episode_000001.mp4 +3 -0
- videos/chunk-000/observation.images.wrist_image/episode_000002.mp4 +3 -0
- videos/chunk-000/observation.images.wrist_image/episode_000003.mp4 +3 -0
- videos/chunk-000/observation.images.wrist_image/episode_000004.mp4 +3 -0
README.md
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---
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license: apache-2.0
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---
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---
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license: apache-2.0
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task_categories:
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- robotics
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tags:
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- LeRobot
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configs:
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- config_name: default
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data_files: data/*/*.parquet
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---
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This dataset was created using [LeRobot](https://github.com/huggingface/lerobot) format.
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## Dataset Structure
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```json
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{
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"codebase_version": "v2.1",
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"robot_type": "ur5e",
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"total_episodes": 50,
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"total_frames": 24200,
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"total_tasks": 2,
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"total_videos": 100,
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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": "0:44",
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"val" : "45:49"
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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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"observation.images.scene_image": {
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"dtype": "video",
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"shape": [
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480,
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640,
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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": 30.0,
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"video.codec": "av1",
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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.wrist_image": {
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"dtype": "video",
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"shape": [
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480,
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640,
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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": 30.0,
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"video.codec": "av1",
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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.state": {
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"dtype": "float32",
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"shape": [
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8
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],
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"names": [
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"x",
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"y",
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"z",
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"rx",
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"ry",
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"rz",
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"scanner_state",
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"gripper_state"
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]
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},
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"action": {
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"dtype": "float32",
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"shape": [
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8
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],
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"names": [
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"x",
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"y",
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"z",
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"rx",
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"ry",
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"rz",
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"scanner_state",
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"gripper_state"
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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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],
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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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],
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"names": null
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},
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"next.done": {
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"dtype": "bool",
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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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"index": {
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"dtype": "int64",
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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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"task_index": {
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"dtype": "int64",
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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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}
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}
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```
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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 sha256:460f751f54055cac163ee02191745e633f058f030fe53b5fdaf16f729efebe27
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size 106759
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data/chunk-000/episode_000001.parquet
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version https://git-lfs.github.com/spec/v1
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size 127087
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data/chunk-000/episode_000002.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:b0dcfaf58cf56ccbf3bf491a9e681f0b074dca2f3af518c4b77165016d2044a6
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size 48100
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data/chunk-000/episode_000003.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:f7573803f044f68fb4e5bd6d46fd811e2782c80238f306d4d1c97ac16a1a47c4
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size 65695
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data/chunk-000/episode_000004.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:00a937ca8e4b21225d5e842ad1c935d3b01e4ea0be0c990ddc1d918e7b7da842
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size 80322
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meta/episodes.jsonl
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{"episode_index": 0, "tasks": ["Scan the top surface of the flat plate"], "length": 1226}
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{"episode_index": 1, "tasks": ["Scan the top surface of the flat plate"], "length": 1461}
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{"episode_index": 2, "tasks": ["Scan the top surface of the flat plate"], "length": 570}
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{"episode_index": 3, "tasks": ["Scan the top surface of the flat plate"], "length": 773}
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{"episode_index": 4, "tasks": ["Scan the top surface of the flat plate"], "length": 921}
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meta/episodes_stats.jsonl
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{"episode_index": 0, "stats": {"observation.images.scene_image": {"min": [[[0.0]], [[0.01568627543747425]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.2220054268836975]], [[0.2220054268836975]], [[0.2220054268836975]]], "std": [[[0.3023022413253784]], [[0.2538684010505676]], [[0.2650372087955475]]], "count": [246]}, "observation.images.wrist_image": {"min": [[[0.05098039284348488]], [[0.12941177189350128]], [[0.0941176488995552]]], "max": [[[0.7960784435272217]], [[0.8980392217636108]], [[1.0]]], "mean": [[[0.2220054268836975]], [[0.2220054268836975]], [[0.2220054268836975]]], "std": [[[0.17261330783367157]], [[0.18851858377456665]], [[0.19753174483776093]]], "count": [246]}, "observation.state": {"min": [1.8505477905273438, -2.308410406112671, 1.419035792350769, -1.6940404176712036, -1.8180345296859741, -1.7447017431259155, 0.0], "max": [2.205552577972412, -1.3080682754516602, 1.6722015142440796, -1.3482884168624878, -1.6012734174728394, 0.24151012301445007, 1.0], "mean": [2.0132012367248535, -1.7663882970809937, 1.5350273847579956, -1.5356218814849854, -1.7005894184112549, -0.834690272808075, 0.03833605349063873], "std": [0.1177757978439331, 0.3318968415260315, 0.08397610485553741, 0.114704430103302, 0.07189333438873291, 0.6590031981468201, 0.19200505316257477], "count": [1226]}, "action": {"min": [1.8505477905273438, -2.308410406112671, 1.419035792350769, -1.6940404176712036, -1.8180345296859741, -1.7447017431259155, 0.0], "max": [2.205552577972412, -1.3080682754516602, 1.6722015142440796, -1.3482884168624878, -1.6012734174728394, 0.24151012301445007, 1.0], "mean": [2.0132012367248535, -1.7663880586624146, 1.535027265548706, -1.5356218814849854, -1.7005894184112549, -0.8346903324127197, 0.03833605349063873], "std": [0.11777568608522415, 0.3318965435028076, 0.08397597819566727, 0.11470441520214081, 0.07189328968524933, 0.6590031385421753, 0.19200505316257477], "count": [1226]}, "timestamp": {"min": [0.0], "max": [40.83333206176758], "mean": [20.41666603088379], "std": [11.797186851501465], "count": [1226]}, "episode_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [1226]}, "frame_index": {"min": [0], "max": [1225], "mean": [612.5], "std": [353.915597282742], "count": [1226]}, "next.done": {"min": [false], "max": [true], "mean": [0.000816], "std": [0.028548], "count": [1226]}, "index": {"min": [0], "max": [1225], "mean": [612.5], "std": [353.915597282742], "count": [1226]}, "task_index": {"min": [1], "max": [1], "mean": [1.0], "std": [0.0], "count": [1226]}}}
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| 2 |
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|
meta/global_min_max.json
ADDED
|
@@ -0,0 +1,52 @@
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| 1 |
+
{
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| 2 |
+
"features":[
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| 3 |
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"Base",
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| 4 |
+
"Shoulder",
|
| 5 |
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"Elbow",
|
| 6 |
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"Wrist1",
|
| 7 |
+
"Wrist2",
|
| 8 |
+
"Wrist3",
|
| 9 |
+
"scanner_state"
|
| 10 |
+
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|
| 11 |
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"observation.state": {
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| 12 |
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| 13 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 39 |
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"max": [
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| 42 |
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| 44 |
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| 51 |
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|
meta/index_tracker.json
ADDED
|
@@ -0,0 +1 @@
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|
|
| 1 |
+
{"next_index": 4951}
|
meta/info.json
ADDED
|
@@ -0,0 +1,131 @@
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|
| 1 |
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{
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| 2 |
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| 3 |
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| 4 |
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|
| 6 |
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|
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| 11 |
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| 12 |
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|
| 13 |
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| 14 |
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|
| 15 |
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| 16 |
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|
| 17 |
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| 18 |
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| 20 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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|
| 28 |
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| 29 |
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| 30 |
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|
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|
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|
| 34 |
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|
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|
| 36 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
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|
| 43 |
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| 45 |
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|
| 46 |
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|
| 47 |
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|
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|
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|
| 63 |
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|
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|
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|
| 66 |
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|
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|
| 68 |
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|
| 69 |
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|
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|
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| 73 |
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|
| 78 |
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| 79 |
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|
| 80 |
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| 81 |
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| 82 |
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| 83 |
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| 84 |
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meta/tasks.jsonl
ADDED
|
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{"task_index": 0, "task": "Scan the top surface of the crank"}
|
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ADDED
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