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1. 1. EVALUATING THE IMPACT OF UNCERTAINTY ON THE INTEGRITY OF DEEP NEURAL NETWORKS

   University essay from Mälardalens högskola/Akademin för innovation, design och teknik

   Author : Jakob Harborn; [2021]
   Keywords : Uncertainty; Deep Neural Network; Bayesian Neural Network; Dependability; Integrity; Probability;

   Abstract : Deep Neural Networks (DNNs) have proven excellent performance and are very successful in image classification and object detection. Safety critical industries such as the automotive and aerospace industry aim to develop autonomous vehicles with the help of DNNs. READ MORE