no code implementations • 30 Jan 2024 • Jens Henriksson, Christian Berger, Stig Ursing, Markus Borg
Safety measures need to be systemically investigated to what extent they evaluate the intended performance of Deep Neural Networks (DNNs) for critical applications.
no code implementations • 26 Apr 2022 • Jens Henriksson, Christian Berger, Stig Ursing
As the NN is trained on well annotated images, in this paper we study the variations of confidence levels from the NN when tested on hand-crafted occlusion added to a test set.
no code implementations • 4 Mar 2019 • Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Cristofer Englund, Sankar Raman Sathyamoorthy, Stig Ursing
Deep Neural Networks (DNN) have improved the quality of several non-safety related products in the past years.