Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
|
@@ -1,5 +1,5 @@
|
|
| 1 |
---
|
| 2 |
-
license:
|
| 3 |
task_categories:
|
| 4 |
- robotics
|
| 5 |
tags:
|
|
@@ -11,33 +11,38 @@ configs:
|
|
| 11 |
|
| 12 |
This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
|
| 13 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 14 |
## Dataset Description
|
| 15 |
|
| 16 |
|
| 17 |
|
| 18 |
-
- **Homepage:**
|
| 19 |
-
- **Paper:**
|
| 20 |
-
- **License:**
|
| 21 |
|
| 22 |
## Dataset Structure
|
| 23 |
|
| 24 |
[meta/info.json](meta/info.json):
|
| 25 |
```json
|
| 26 |
{
|
| 27 |
-
"codebase_version": "
|
| 28 |
"robot_type": "unknown",
|
| 29 |
"total_episodes": 1000,
|
| 30 |
"total_frames": 100000,
|
| 31 |
"total_tasks": 1,
|
| 32 |
-
"total_videos": 1000,
|
| 33 |
-
"total_chunks": 1,
|
| 34 |
"chunks_size": 1000,
|
| 35 |
"fps": 10,
|
| 36 |
"splits": {
|
| 37 |
"train": "0:1000"
|
| 38 |
},
|
| 39 |
-
"data_path": "data/chunk-{
|
| 40 |
-
"video_path": "videos/chunk-{
|
| 41 |
"features": {
|
| 42 |
"observation.images.image": {
|
| 43 |
"dtype": "video",
|
|
@@ -59,13 +64,6 @@ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot)
|
|
| 59 |
"has_audio": false
|
| 60 |
}
|
| 61 |
},
|
| 62 |
-
"language_instruction": {
|
| 63 |
-
"dtype": "string",
|
| 64 |
-
"shape": [
|
| 65 |
-
1
|
| 66 |
-
],
|
| 67 |
-
"names": null
|
| 68 |
-
},
|
| 69 |
"observation.state": {
|
| 70 |
"dtype": "float32",
|
| 71 |
"shape": [
|
|
@@ -75,7 +73,8 @@ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot)
|
|
| 75 |
"motors": [
|
| 76 |
"motor_0"
|
| 77 |
]
|
| 78 |
-
}
|
|
|
|
| 79 |
},
|
| 80 |
"action": {
|
| 81 |
"dtype": "float32",
|
|
@@ -89,58 +88,68 @@ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot)
|
|
| 89 |
"motor_2",
|
| 90 |
"motor_3"
|
| 91 |
]
|
| 92 |
-
}
|
|
|
|
| 93 |
},
|
| 94 |
"timestamp": {
|
| 95 |
"dtype": "float32",
|
| 96 |
"shape": [
|
| 97 |
1
|
| 98 |
],
|
| 99 |
-
"names": null
|
|
|
|
| 100 |
},
|
| 101 |
"episode_index": {
|
| 102 |
"dtype": "int64",
|
| 103 |
"shape": [
|
| 104 |
1
|
| 105 |
],
|
| 106 |
-
"names": null
|
|
|
|
| 107 |
},
|
| 108 |
"frame_index": {
|
| 109 |
"dtype": "int64",
|
| 110 |
"shape": [
|
| 111 |
1
|
| 112 |
],
|
| 113 |
-
"names": null
|
|
|
|
| 114 |
},
|
| 115 |
"next.reward": {
|
| 116 |
"dtype": "float32",
|
| 117 |
"shape": [
|
| 118 |
1
|
| 119 |
],
|
| 120 |
-
"names": null
|
|
|
|
| 121 |
},
|
| 122 |
"next.done": {
|
| 123 |
"dtype": "bool",
|
| 124 |
"shape": [
|
| 125 |
1
|
| 126 |
],
|
| 127 |
-
"names": null
|
|
|
|
| 128 |
},
|
| 129 |
"index": {
|
| 130 |
"dtype": "int64",
|
| 131 |
"shape": [
|
| 132 |
1
|
| 133 |
],
|
| 134 |
-
"names": null
|
|
|
|
| 135 |
},
|
| 136 |
"task_index": {
|
| 137 |
"dtype": "int64",
|
| 138 |
"shape": [
|
| 139 |
1
|
| 140 |
],
|
| 141 |
-
"names": null
|
|
|
|
| 142 |
}
|
| 143 |
-
}
|
|
|
|
|
|
|
| 144 |
}
|
| 145 |
```
|
| 146 |
|
|
@@ -150,14 +159,5 @@ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot)
|
|
| 150 |
**BibTeX:**
|
| 151 |
|
| 152 |
```bibtex
|
| 153 |
-
|
| 154 |
-
author={Salhotra, Gautam and Liu, I-Chun Arthur and Dominguez-Kuhne, Marcus and Sukhatme, Gaurav S.},
|
| 155 |
-
journal={IEEE Robotics and Automation Letters},
|
| 156 |
-
title={Learning Deformable Object Manipulation From Expert Demonstrations},
|
| 157 |
-
year={2022},
|
| 158 |
-
volume={7},
|
| 159 |
-
number={4},
|
| 160 |
-
pages={8775-8782},
|
| 161 |
-
doi={10.1109/LRA.2022.3187843}
|
| 162 |
-
}
|
| 163 |
```
|
|
|
|
| 1 |
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
task_categories:
|
| 4 |
- robotics
|
| 5 |
tags:
|
|
|
|
| 11 |
|
| 12 |
This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
|
| 13 |
|
| 14 |
+
|
| 15 |
+
<a class="flex" href="https://huggingface.co/spaces/lerobot/visualize_dataset?path=lerobot/usc_cloth_sim">
|
| 16 |
+
<img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl.svg"/>
|
| 17 |
+
<img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl-dark.svg"/>
|
| 18 |
+
</a>
|
| 19 |
+
|
| 20 |
+
|
| 21 |
## Dataset Description
|
| 22 |
|
| 23 |
|
| 24 |
|
| 25 |
+
- **Homepage:** [More Information Needed]
|
| 26 |
+
- **Paper:** [More Information Needed]
|
| 27 |
+
- **License:** apache-2.0
|
| 28 |
|
| 29 |
## Dataset Structure
|
| 30 |
|
| 31 |
[meta/info.json](meta/info.json):
|
| 32 |
```json
|
| 33 |
{
|
| 34 |
+
"codebase_version": "v3.0",
|
| 35 |
"robot_type": "unknown",
|
| 36 |
"total_episodes": 1000,
|
| 37 |
"total_frames": 100000,
|
| 38 |
"total_tasks": 1,
|
|
|
|
|
|
|
| 39 |
"chunks_size": 1000,
|
| 40 |
"fps": 10,
|
| 41 |
"splits": {
|
| 42 |
"train": "0:1000"
|
| 43 |
},
|
| 44 |
+
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
|
| 45 |
+
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
|
| 46 |
"features": {
|
| 47 |
"observation.images.image": {
|
| 48 |
"dtype": "video",
|
|
|
|
| 64 |
"has_audio": false
|
| 65 |
}
|
| 66 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 67 |
"observation.state": {
|
| 68 |
"dtype": "float32",
|
| 69 |
"shape": [
|
|
|
|
| 73 |
"motors": [
|
| 74 |
"motor_0"
|
| 75 |
]
|
| 76 |
+
},
|
| 77 |
+
"fps": 10
|
| 78 |
},
|
| 79 |
"action": {
|
| 80 |
"dtype": "float32",
|
|
|
|
| 88 |
"motor_2",
|
| 89 |
"motor_3"
|
| 90 |
]
|
| 91 |
+
},
|
| 92 |
+
"fps": 10
|
| 93 |
},
|
| 94 |
"timestamp": {
|
| 95 |
"dtype": "float32",
|
| 96 |
"shape": [
|
| 97 |
1
|
| 98 |
],
|
| 99 |
+
"names": null,
|
| 100 |
+
"fps": 10
|
| 101 |
},
|
| 102 |
"episode_index": {
|
| 103 |
"dtype": "int64",
|
| 104 |
"shape": [
|
| 105 |
1
|
| 106 |
],
|
| 107 |
+
"names": null,
|
| 108 |
+
"fps": 10
|
| 109 |
},
|
| 110 |
"frame_index": {
|
| 111 |
"dtype": "int64",
|
| 112 |
"shape": [
|
| 113 |
1
|
| 114 |
],
|
| 115 |
+
"names": null,
|
| 116 |
+
"fps": 10
|
| 117 |
},
|
| 118 |
"next.reward": {
|
| 119 |
"dtype": "float32",
|
| 120 |
"shape": [
|
| 121 |
1
|
| 122 |
],
|
| 123 |
+
"names": null,
|
| 124 |
+
"fps": 10
|
| 125 |
},
|
| 126 |
"next.done": {
|
| 127 |
"dtype": "bool",
|
| 128 |
"shape": [
|
| 129 |
1
|
| 130 |
],
|
| 131 |
+
"names": null,
|
| 132 |
+
"fps": 10
|
| 133 |
},
|
| 134 |
"index": {
|
| 135 |
"dtype": "int64",
|
| 136 |
"shape": [
|
| 137 |
1
|
| 138 |
],
|
| 139 |
+
"names": null,
|
| 140 |
+
"fps": 10
|
| 141 |
},
|
| 142 |
"task_index": {
|
| 143 |
"dtype": "int64",
|
| 144 |
"shape": [
|
| 145 |
1
|
| 146 |
],
|
| 147 |
+
"names": null,
|
| 148 |
+
"fps": 10
|
| 149 |
}
|
| 150 |
+
},
|
| 151 |
+
"data_files_size_in_mb": 100,
|
| 152 |
+
"video_files_size_in_mb": 200
|
| 153 |
}
|
| 154 |
```
|
| 155 |
|
|
|
|
| 159 |
**BibTeX:**
|
| 160 |
|
| 161 |
```bibtex
|
| 162 |
+
[More Information Needed]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 163 |
```
|