PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices

Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán +1

This paper presents PreVIous, a methodology to predict the performance of convolutional neural networks (CNNs) in terms of throughput and energy consumption on vision-enabled devic…