Cost and Energy-Aware Evaluation of YOLO Architectures for Hierarchical Industrial AIoT
Industrial AIoT deployments require real-time person detection under strict latency, bandwidth, and cost constraints. Hierarchical inference architectures (Device-Edge-Fog) are commonly adopted under the implicit assumption that highertier nodes provide higher accuracy at the expense of latency, while lower-tier accele...