Input Resolution Matters: Real-Time Object Detection Latency

Qingyang Zhang, Fumio Machida, Laura Carnevali

We model total latency as the convolution of preprocessing, inference, and postprocessing distributions under a simplifying independence approximation, with selected stage paramete…