David W. Johnston

Det‐ LIME : Detector‐Aware, Multi‐Instance Local Interpretable Model‐Agnostic Explanations for Automated Marine Mammal Detection

Det‐LIME is proposed, a detector‐aware, multi‐instance adaptation of Local Interpretable Model Agnostic Explanations that produced instance‐specific, box‐aligned explanations by combining per‐detection weighting, a proximity kernel that emphasizes regions near each box, and Intersection‐over‐Union‐based matching to tra...