Datasets:
Yirui Zhu
commited on
Commit
·
4b22356
1
Parent(s):
36051cb
Add fixed record-test dataset with videos
Browse files- README.md +139 -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
- data/chunk-000/episode_000005.parquet +3 -0
- data/chunk-000/episode_000006.parquet +3 -0
- data/chunk-000/episode_000007.parquet +3 -0
- meta/episodes.jsonl +8 -0
- meta/episodes_stats.jsonl +8 -0
- meta/info.json +104 -0
- meta/tasks.jsonl +1 -0
- videos/chunk-000/observation.images.front/episode_000000.mp4 +3 -0
- videos/chunk-000/observation.images.front/episode_000001.mp4 +3 -0
- videos/chunk-000/observation.images.front/episode_000002.mp4 +3 -0
- videos/chunk-000/observation.images.front/episode_000003.mp4 +3 -0
- videos/chunk-000/observation.images.front/episode_000004.mp4 +3 -0
- videos/chunk-000/observation.images.front/episode_000005.mp4 +3 -0
- videos/chunk-000/observation.images.front/episode_000006.mp4 +3 -0
- videos/chunk-000/observation.images.front/episode_000007.mp4 +3 -0
README.md
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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).
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## Dataset Description
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- **Homepage:** [More Information Needed]
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- **Paper:** [More Information Needed]
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- **License:** apache-2.0
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## Dataset Structure
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[meta/info.json](meta/info.json):
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```json
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{
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"codebase_version": "v2.1",
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"robot_type": "so101_follower",
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"total_episodes": 8,
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"total_frames": 14392,
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"total_tasks": 1,
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"total_videos": 8,
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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": "0:8"
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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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"shoulder_pan.pos",
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"shoulder_lift.pos",
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"elbow_flex.pos",
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"wrist_flex.pos",
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"wrist_roll.pos",
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"gripper.pos"
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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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"shoulder_pan.pos",
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"shoulder_lift.pos",
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"elbow_flex.pos",
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"wrist_flex.pos",
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"wrist_roll.pos",
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"gripper.pos"
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]
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},
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"observation.images.front": {
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"dtype": "video",
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"shape": [
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1080,
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1920,
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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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"channels"
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],
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"info": {
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"video.height": 1080,
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"video.width": 1920,
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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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"video.fps": 30,
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"video.channels": 3,
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"has_audio": false
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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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"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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"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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"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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## Citation
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**BibTeX:**
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```bibtex
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[More Information Needed]
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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 sha256:4e5538147320e376d0284b4d8e016fbf97e4ea78f280189b09db940eefc2cf40
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size 58744
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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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oid sha256:f73afaf11403e4a215ebe33b2a527c6faf740d9ffe14798e719a4774ec155c20
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size 71877
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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 sha256:495b3fc311f9de2aead9ab70a86776cc7b475a137582ac1cbeb3e1afe89d778b
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size 69600
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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 sha256:82ba25f74b88bfa4fdbb50719194118ff37c407400a0bf29df1a3728069f2fcb
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size 67865
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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:d4f528f4034ecabb12889d1db185130f2802d8849b2dd47b36d4b4e2cce08888
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size 48862
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data/chunk-000/episode_000005.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:71c43106e86837adbbde34849f010ea03450b876de3285d9644c6ee03f740374
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size 69703
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data/chunk-000/episode_000006.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:78becb10cc20cfa781ca7febb35ade7326305e36af24677e2c7f2f529a3174fe
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size 59009
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data/chunk-000/episode_000007.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:621689178ada9f30d7ac46a63e9c91ee7419a61879a973a6234935162db51bc3
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size 83511
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meta/episodes.jsonl
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{"episode_index": 0, "tasks": ["Grab the black cube"], "length": 1800}
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{"episode_index": 1, "tasks": ["Grab the black cube"], "length": 1800}
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{"episode_index": 2, "tasks": ["Grab the black cube"], "length": 1799}
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{"episode_index": 3, "tasks": ["Grab the black cube"], "length": 1800}
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{"episode_index": 4, "tasks": ["Grab the black cube"], "length": 1800}
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{"episode_index": 5, "tasks": ["Grab the black cube"], "length": 1796}
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{"episode_index": 6, "tasks": ["Grab the black cube"], "length": 1797}
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{"episode_index": 7, "tasks": ["Grab the black cube"], "length": 1800}
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meta/episodes_stats.jsonl
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{"episode_index": 0, "stats": {"action": {"min": [-24.95049476623535, -99.0721206665039, 0.9182736277580261, -57.92300796508789, -50.54488754272461, 0.0], "max": [32.574256896972656, -13.96035385131836, 99.6326904296875, 89.5255126953125, -4.307213306427002, 80.0], "mean": [-13.14853286743164, -80.88923645019531, 74.5722885131836, 48.4029541015625, -19.23836326599121, 56.766666412353516], "std": [10.840105056762695, 32.2381706237793, 33.594749450683594, 29.418560028076172, 15.69764232635498, 20.720108032226562], "count": [1800]}, "observation.state": {"min": [-23.98921775817871, -99.1478500366211, 0.18148820102214813, -56.44171905517578, -49.715171813964844, 0.4181184768676758], "max": [31.64420509338379, 35.40690231323242, 98.548095703125, 92.6380386352539, -3.158984899520874, 80.27874755859375], "mean": [-13.261130332946777, -79.46268463134766, 75.35759735107422, 49.51903533935547, -19.006223678588867, 57.03153991699219], "std": [10.486021995544434, 33.9743766784668, 33.51994323730469, 28.935367584228516, 15.718228340148926, 19.14104461669922], "count": [1800]}, "observation.images.front": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.5927915285276751]], [[0.5102535965473145]], [[0.42907988479208103]]], "std": [[[0.1798570355588984]], [[0.18664938484684915]], [[0.17152967386431633]]], "count": [276]}, "timestamp": {"min": [0.0], "max": [59.96666666666667], "mean": [29.983333333333334], "std": [17.320505402770653], "count": [1800]}, "frame_index": {"min": [0], "max": [1799], "mean": [899.5], "std": [519.6151620831197], "count": [1800]}, "episode_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [1800]}, "index": {"min": [0], "max": [1799], "mean": [899.5], "std": [519.6151620831197], "count": [1800]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [1800]}}}
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{"episode_index": 1, "stats": {"action": {"min": [-100.0, -99.83129119873047, -87.97061157226562, -0.2685765326023102, -100.0, 0.0], "max": [99.90099334716797, -2.3196964263916016, 99.72451782226562, 100.0, 98.91022491455078, 100.0], "mean": [-1.5673800706863403, -53.556236267089844, 43.61137008666992, 55.874900817871094, -4.31077766418457, 36.9555549621582], "std": [39.337162017822266, 39.96764373779297, 49.19038009643555, 27.035926818847656, 23.24230194091797, 36.477760314941406], "count": [1800]}, "observation.state": {"min": [-93.96226501464844, -99.31827545166016, -90.2903823852539, 3.242769479751587, -98.75711822509766, 0.3484320640563965], "max": [98.38275146484375, 2.4286322593688965, 98.91107177734375, 100.0, 97.72138977050781, 99.09407806396484], "mean": [-1.7609977722167969, -51.757137298583984, 47.14898681640625, 56.90520477294922, -4.165555953979492, 44.63717269897461], "std": [38.83880615234375, 41.706241607666016, 48.5700569152832, 26.417097091674805, 23.189599990844727, 29.940656661987305], "count": [1800]}, "observation.images.front": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.4136905627387831]], [[0.41009993270657696]], [[0.3931629546746235]]], "std": [[[0.1909884612113515]], [[0.19637747791404722]], [[0.22168783876009351]]], "count": [276]}, "timestamp": {"min": [0.0], "max": [59.96666666666667], "mean": [29.983333333333334], "std": [17.320505402770653], "count": [1800]}, "frame_index": {"min": [0], "max": [1799], "mean": [899.5], "std": [519.6151620831197], "count": [1800]}, "episode_index": {"min": [1], "max": [1], "mean": [1.0], "std": [0.0], "count": [1800]}, "index": {"min": [1800], "max": [3599], "mean": [2699.5], "std": [519.6151620831197], "count": [1800]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [1800]}}}
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| 3 |
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meta/info.json
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videos/chunk-000/observation.images.front/episode_000000.mp4
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