The Edge Inference Hub is the first layer of the DenseNet architecture. It is responsible for processing raw optical data directly at the source, transforming live footage into privacy-preserving telemetry without sending raw visuals to the cloud.
Key Features
- Real-Time Detection: Analyzes optical feeds to detect and track objects frame-by-frame.
- Spatial Mapping: Generates dynamic density heatmaps and occupancy grids to visualize crowd patterns.
- Anomaly Protocol: Automatically flags unusual behavior or occupancy breaches for immediate operator attention.