Processing Plugins¶
Overview¶
Processing plugins provide data transformation, filtering, and analytical operations on video streams and detection results.
Available Plugins¶
| Plugin | Description |
|---|---|
| COCOEval | COCOEval is a model evaluation plugin for CVEDIA-RT that implements COCO (Common Objects in Context) dataset evaluation metrics. It provides comprehensive performance assessment for object detection models using standard COCO evaluation protocols. |
| ClassifierEval | ClassifierEval is a model evaluation plugin for CVEDIA-RT that provides comprehensive performance assessment for classification models. It implements standard classification metrics including accuracy, precision, recall, F1-score, and confusion matrix analysis. |
| EventAction | EventAction is an event processing and response plugin for CVEDIA-RT that handles event-driven actions and notifications. It provides a comprehensive framework for responding to analytics events with configurable actions including disk storage, REST API calls, webhook notifications, and custom event handling scripts. |
| Motion | Motion is a motion detection plugin for CVEDIA-RT that identifies areas of movement in video streams. It provides robust motion detection capabilities using advanced background subtraction algorithms and morphological processing to detect moving objects and areas of interest. |
| Tampering | Tampering is a security plugin that provides video tampering detection capabilities for CVEDIA-RT. It monitors video streams for signs of tampering, interference, or malicious manipulation, ensuring the integrity and authenticity of video surveillance systems. |
Common Use Cases¶
- Security and Surveillance: Motion detection and tampering detection for comprehensive security monitoring
- Event-Driven Automation: Automated responses to analytics events through configurable actions and notifications
- Model Performance Evaluation: Comprehensive evaluation of AI models using industry-standard metrics and protocols
- Real-Time Analytics Processing: Processing and transformation of video analytics data for downstream systems
- Quality Assurance and Testing: Automated testing and validation of AI model performance across datasets
- Alert and Notification Systems: Sophisticated alerting systems with multi-channel notification capabilities
- Forensic Analysis: Video integrity monitoring and evidence collection for security applications
- System Integration: Seamless integration with external systems through REST APIs, webhooks, and custom scripts