DDD-Cambodia-Official's picture
Create README.md
39934c3 verified
|
Raw
History Blame Contribute Delete
1.51 kB
---
license: cc-by-4.0
pretty_name: Egocentric Sample Dataset
language:
- en
tags:
- robotics
- computer-vision
- stereo-vision
- egocentric-vision
- hand-tracking
- lerobot
configs:
- config_name: default
data_files:
- split: train
path: '**/*.parquet'
task_categories:
- video-classification
size_categories:
- 10K<n<100K
---
# Ego-Centric Sample Dataset
This dataset contains synchronized stereo egocentric videos, hand/head pose data, LeRobot-formatted data tables, and metadata for office manipulation tasks provided by **Digital Divide Data**.
---
## πŸ“‘ Dataset Summary
* **Task Domain:** Egocentric Robotics & Vision-based Manipulation
* **Video Streams:** Synchronized Stereo Views (`ego_left.mp4`, `ego_right.mp4`)
* **Tracking & Pose Data:** High-frequency pose and hand tracking (`.h5`)
* **Tabular Metadata:** Standardized episode logs (`.parquet`)
* **Framework Compatibility:** LeRobot V2 compatible
---
## πŸ“ Dataset Structure
The repository maintains an episode-based directory structure containing raw video, pose trajectories, and parquet shards:
```text
Ego-Centric_Sample_Dataset/
β”œβ”€β”€ data/
β”‚ └── chunk-000/
β”‚ β”œβ”€β”€ episode_000000.parquet
β”‚ └── ...
β”œβ”€β”€ videos/
β”‚ └── chunk-000/
β”‚ β”œβ”€β”€ episode_000000/
β”‚ β”‚ β”œβ”€β”€ ego_left.mp4
β”‚ β”‚ └── ego_right.mp4
β”‚ └── ...
└── meta/
β”œβ”€β”€ info.json
β”œβ”€β”€ stats.json
└── tasks.jsonl