Data Conversion Examples¶
Open World Agents provides conversion scripts to transform existing gaming and interaction datasets into the standardized OWAMcap format. This enables researchers to leverage existing datasets for training multimodal desktop agents.
What are Data Conversions?
Data conversions transform existing gaming datasets (VPT, CS:GO, etc.) into the standardized OWAMcap format, enabling unified training across different games and interaction types.
Why Convert to OWAMcap?¶
OWAMcap (Open World Agents MCAP) is a standardized format with these key features:
- Universal Standard: Unlike fragmented formats, enables seamless dataset combination for large-scale foundation models (OWAMcap)
- High-Performance Multimodal Storage: Lightweight MCAP container with nanosecond precision for synchronized data streams (MCAP)
- Flexible MediaRef: Smart references to both external and embedded media (file paths, URLs, data URIs, video frames) with lazy loading - keeps metadata files small while supporting rich media (OWAMcap) → Learn more
- Training Pipeline Ready: Native HuggingFace integration, seamless dataset loading, and direct compatibility with ML frameworks (Ecosystem) → Browse datasets | Data pipeline
Available Conversions¶
Getting Started¶
For detailed installation, usage instructions, and troubleshooting, see the individual conversion guides above.