Part 14/17:
Real-time, high-volume use cases at the edge are best served close to the data source.
Less time-sensitive, large-scale analyses can be cloud-based.
Optimizing model size and complexity ensures feasible deployment given hardware limitations.
Camera Placement and Maintenance
Optimal camera placement determines system accuracy. Greenfield projects can design for ideal views, while brownfield installations face constraints. Regular maintenance, proactive monitoring, and swift troubleshooting of devices prevent data gaps and inaccuracies.