2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.CV2021
Multi-Task Network Pruning and Embedded Optimization for Real-time Deployment in ADAS
Flora Dellinger, Thomas Boulay, Diego Mendoza Barrenechea +3
Camera-based Deep Learning algorithms are increasingly needed for perception in Automated Driving systems. However, constraints from the automotive industry challenge the deploymen…
cs.CV2019★ 2 cited
YUVMultiNet: Real-time YUV multi-task CNN for autonomous driving
Thomas Boulay, Said El-Hachimi, Mani Kumar Surisetti +2
In this paper, we propose a multi-task convolutional neural network (CNN) architecture optimized for a low power automotive grade SoC. We introduce a network based on a unified arc…