Upload trimmed towel folding dataset (first fold only) with LeRobot v2.0 compatibility
Browse files- README.md +65 -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
- meta/episodes.jsonl +4 -0
- meta/info.json +103 -0
- meta/stats.json +100 -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
README.md
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---
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license: mit
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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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- SO-100
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- robotics
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- towel-folding
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---
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# Trimmed Towel Folding Dataset
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This dataset contains towel folding demonstrations trimmed to the first fold.
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## Dataset Details
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- **Original Dataset**: [arsenxeno/record-test](https://huggingface.co/datasets/arsenxeno/record-test)
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- **Task**: Towel folding (first fold only)
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- **Robot**: SO-100
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- **Episodes**: 4
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- **Codebase Version**: v2.0
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## Statistics
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| Metric | Value |
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|--------|-------|
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| Total Episodes | 4 |
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| Average Original Length | 839 frames |
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| Average Trimmed Length | 438 frames |
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| Average Fold Time | 29.1 seconds |
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## Usage with LeRobot
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```python
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from lerobot.datasets import make_dataset
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# Load the dataset
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dataset = make_dataset("xenorobotics/subroutine_1_6")
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# Use in training
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# ... your training code here
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```
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## File Structure
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```
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trimmed_dataset/
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├── meta/
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│ ├── info.json # Dataset metadata
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│ ├── tasks.jsonl # Task definitions
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│ ├── episodes.jsonl # Episode information
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│ └── stats.json # Data statistics (includes image stats)
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├── data/
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│ └── chunk-000/
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│ ├── episode_000000.parquet
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│ ├── episode_000001.parquet
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│ └── ...
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└── videos/
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└── chunk-000/
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└── observation.images.front/
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├── episode_000000.mp4
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├── episode_000001.mp4
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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 sha256:808e778bd05709841bcfba43ac0dd53fb72253832bae9507d9242109ed4bccc5
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size 33279
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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:f6778b640b2aee865f6ff27a098dfdb96c3e1da62bd26de91d6e57c33bca6bd0
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size 44430
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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:edbe8ccf520e286b2b05374b5707ead9eba1b667e5193c964c7229303e241c25
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size 50863
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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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| 2 |
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oid sha256:a06c80bc157edf9f5c4604695c1b575f162d2512e65a5bff3804974b76ba399b
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size 48016
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meta/episodes.jsonl
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{"episode_index": 0, "tasks": [0], "length": 313}
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{"episode_index": 1, "tasks": [0], "length": 465}
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| 3 |
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{"episode_index": 2, "tasks": [0], "length": 513}
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| 4 |
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{"episode_index": 3, "tasks": [0], "length": 461}
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meta/info.json
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{
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| 2 |
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"codebase_version": "v2.0",
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| 3 |
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"robot_type": "so100",
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| 4 |
+
"total_episodes": 4,
|
| 5 |
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"total_frames": 1752,
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| 6 |
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"total_tasks": 1,
|
| 7 |
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"total_videos": 4,
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| 8 |
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"total_chunks": 1,
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| 9 |
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"chunks_size": 1000,
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| 10 |
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"fps": 15,
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| 11 |
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"splits": {
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| 12 |
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"train": "0:4"
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| 13 |
+
},
|
| 14 |
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"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
|
| 15 |
+
"video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
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| 16 |
+
"features": {
|
| 17 |
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"observation.images.front": {
|
| 18 |
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"dtype": "video",
|
| 19 |
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"shape": [
|
| 20 |
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480,
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| 21 |
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640,
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| 22 |
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3
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| 23 |
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],
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| 24 |
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"names": [
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| 25 |
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"height",
|
| 26 |
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"width",
|
| 27 |
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"channels"
|
| 28 |
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],
|
| 29 |
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"info": {
|
| 30 |
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"video.fps": 15,
|
| 31 |
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"video.codec": "av1",
|
| 32 |
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"video.pix_fmt": "yuv420p",
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| 33 |
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"video.is_depth_map": false,
|
| 34 |
+
"has_audio": false
|
| 35 |
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}
|
| 36 |
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},
|
| 37 |
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"observation.state": {
|
| 38 |
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"dtype": "float32",
|
| 39 |
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"shape": [
|
| 40 |
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|
| 41 |
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],
|
| 42 |
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"names": [
|
| 43 |
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"joint_0",
|
| 44 |
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"joint_1",
|
| 45 |
+
"joint_2",
|
| 46 |
+
"joint_3",
|
| 47 |
+
"joint_4",
|
| 48 |
+
"joint_5",
|
| 49 |
+
"gripper"
|
| 50 |
+
]
|
| 51 |
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},
|
| 52 |
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"action": {
|
| 53 |
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"dtype": "float32",
|
| 54 |
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| 56 |
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],
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| 57 |
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"names": [
|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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"joint_3",
|
| 62 |
+
"joint_4",
|
| 63 |
+
"joint_5",
|
| 64 |
+
"gripper"
|
| 65 |
+
]
|
| 66 |
+
},
|
| 67 |
+
"timestamp": {
|
| 68 |
+
"dtype": "float32",
|
| 69 |
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"shape": [
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| 70 |
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1
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| 71 |
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],
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| 72 |
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| 73 |
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},
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| 74 |
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"frame_index": {
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| 75 |
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"dtype": "int64",
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| 76 |
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"shape": [
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| 78 |
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],
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| 80 |
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| 101 |
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| 102 |
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| 103 |
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}
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meta/stats.json
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| 87 |
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| 88 |
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"min": [
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| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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|
| 100 |
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meta/tasks.jsonl
ADDED
|
@@ -0,0 +1 @@
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|
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{"task_index": 0, "task": "towel_folding_first_fold", "episodes": [0, 1, 2, 3]}
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videos/chunk-000/observation.images.front/episode_000000.mp4
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:e401c11e8fb151898825c001dbfd2390e7672c1495ed147bc100f9ee141294c0
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| 3 |
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size 9499545
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videos/chunk-000/observation.images.front/episode_000001.mp4
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 13725943
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videos/chunk-000/observation.images.front/episode_000002.mp4
ADDED
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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videos/chunk-000/observation.images.front/episode_000003.mp4
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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size 13043857
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