Test Input Validation for Vision-based DL Systems: An Active Learning Approach

Delaram Ghobari, Mohammad Hossein Amini, Dai Quoc Tran +3

Testing deep learning (DL) systems requires extensive and diverse, yet valid, test inputs. While synthetic test input generation methods, such as metamorphic testing, are widely us…