32 citations · 32 across the 2 of their papers we have counts for
2 papers
cs.CV2020
Impact of Thermal Throttling on Long-Term Visual Inference in a CPU-based Edge Device
Théo Benoit-Cattin, Delia Velasco-Montero, Jorge Fernández-Berni
Many application scenarios of edge visual inference, e.g., robotics or environmental monitoring, eventually require long periods of continuous operation. In such periods, the proce…
cs.CV2019★ 32 cited
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…