Divya Gopinath

A Programmatic and Semantic Approach to Explaining and Debugging Neural Network Based Object Detectors

Even as deep neural networks have become very effective for tasks in vision and perception, it remains difficult to explain and debug their behavior. In this paper, we present a programmatic and semantic approach to explaining, understanding, and debugging the correct and incorrect behaviors of a ne…