2 papers
cs.DC2020
A machine learning environment for evaluating autonomous driving software
Jussi Hanhirova, Anton Debner, Matias Hyyppä +1
Autonomous vehicles need safe development and testing environments. Many traffic scenarios are such that they cannot be tested in the real world. We see hybrid photorealistic simul…
cs.CV2018
Latency and Throughput Characterization of Convolutional Neural Networks for Mobile Computer Vision
Jussi Hanhirova, Teemu Kämäräinen, Sipi Seppälä +3
We study performance characteristics of convolutional neural networks (CNN) for mobile computer vision systems. CNNs have proven to be a powerful and efficient approach to implemen…