Supported Video Sources

• RTSP streams (IP cameras, NVR)
• CCTV systems via ONVIF protocol
• Drone feeds (DJI, Parrot, custom)
• Pre-recorded video files (MP4, AVI, MKV)
• USB/GigE industrial cameras
• HDMI capture devices

Scene-Based Configuration

• Camera-specific detection zones & ROI
• Scene presets for different environments
• Lighting & weather condition profiles
• Multi-camera spatial mapping
• Calibration & perspective correction

Sampling & Quality Filtering

• Intelligent frame sampling by motion detection
• Quality scoring (blur, exposure, occlusion)
• Duplicate & near-duplicate filtering
• Temporal diversity enforcement
• Class-balanced sampling strategies

Dataset Governance

• Automatic dataset versioning & lineage tracking
• Metadata tagging (scene, time, weather, camera)
• Storage lifecycle policies with tiered archival
• Reproducible dataset splits (train/val/test)
• Data retention & privacy compliance controls