Edge AI NPU Compute Sizing for Kiosks: Locking TOPS Budgets for NA Self-Service Fleets
Right-size an edge AI NPU for a self-service kiosk by budgeting TOPS per workload from a live inventory — not from a chip’s peak spec. An RK3588-class part (roughly 6 TOPS) covers audience analytics, item recognition, and personalization; only heavier vision warrants a Hailo-8-class module…
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