Data Plugins¶
Overview¶
Data plugins provide specialized functionality for dataset management, identity storage, and data processing within CVEDIA-RT. These plugins enable seamless integration with external data sources, persistent storage of biometric identities, and support for various computer vision datasets and annotation formats.
Available Plugins¶
| Plugin | Description |
|---|---|
| Datasets | Unified interfaces for loading and processing various computer vision datasets. Supports popular annotation formats enabling seamless integration of training and evaluation data. |
| IdentityProviders | Identity management and storage capabilities for face recognition and person identification systems. Enables persistent storage and retrieval of biometric identities across different database backends. |
Common Use Cases¶
Dataset Integration¶
- Load and process computer vision datasets for training and evaluation
- Support for multiple annotation formats (COCO, YOLO, Pascal VOC)
- Seamless integration with inference pipelines
Identity Management¶
- Persistent biometric identity storage
- Face recognition database management
- Cross-session identity tracking
- Multi-backend database support