Datasets:
Upload README.md with huggingface_hub
Browse files
README.md
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
tags:
|
| 4 |
+
- robotics
|
| 5 |
+
- manipulation
|
| 6 |
+
- libero
|
| 7 |
+
- multimodal
|
| 8 |
+
- task-images
|
| 9 |
+
task_categories:
|
| 10 |
+
- robotics
|
| 11 |
+
- computer-vision
|
| 12 |
+
- multimodal
|
| 13 |
+
---
|
| 14 |
+
|
| 15 |
+
# test_lerobot
|
| 16 |
+
|
| 17 |
+
This dataset contains robotic manipulation data extracted from LeRobot datasets.
|
| 18 |
+
|
| 19 |
+
## Dataset Structure
|
| 20 |
+
|
| 21 |
+
- `data/`: Episode data in parquet format
|
| 22 |
+
- `meta/`: Metadata including episodes, tasks, and statistics
|
| 23 |
+
- `task_images/`: Task-related multimodal images (reference, goal, instruction images)
|
| 24 |
+
|
| 25 |
+
## Task Images
|
| 26 |
+
|
| 27 |
+
This dataset includes multimodal task images:
|
| 28 |
+
- **Reference Images**: Visual examples of each task
|
| 29 |
+
- **Goal Images**: Target states extracted from successful episodes
|
| 30 |
+
- **Instruction Images**: Visual task descriptions
|
| 31 |
+
|
| 32 |
+
## Usage
|
| 33 |
+
|
| 34 |
+
```python
|
| 35 |
+
from lerobot.datasets.lerobot_dataset import LeRobotDataset
|
| 36 |
+
|
| 37 |
+
# Load the dataset
|
| 38 |
+
dataset = LeRobotDataset("vgyuan/test_lerobot")
|
| 39 |
+
|
| 40 |
+
# Access task images metadata
|
| 41 |
+
import json
|
| 42 |
+
with open("task_images/task_images_metadata.json") as f:
|
| 43 |
+
task_images_info = json.load(f)
|
| 44 |
+
```
|
| 45 |
+
|
| 46 |
+
## Original Source
|
| 47 |
+
|
| 48 |
+
This dataset is extracted from the original LeRobot dataset for specific robotic manipulation tasks.
|