Model Maintenance
Objective: Ensure continued accuracy of analytics.
Continuous Improvement
- Retrain with new video data
- Update detection thresholds
Environment Adaptation
- Recalibrate for layout changes
- Adjust for lighting variations
Optimization
- Keep libraries up to date
- Optimize GPU utilization
- Optimize bandwidth usage