Comparing Offline and Online Testing of Deep Neural Networks: An Autonomous Car Case Study

Fitash Ul Haq, Donghwan Shin, Shiva Nejati +1

There is a growing body of research on developing testing techniques for Deep Neural Networks (DNN). We distinguish two general modes of testing for DNNs: Offline testing where DNN…