Generalized Artificial Intelligence (AI) Explainability Tool for Object Detection
This grant opportunity focuses on developing a user-friendly AI explainability tool for understanding deep neural networks used in computer vision (DNNCV). The goal is to create a software package that allows general users, including those without AI expertise, to understand how DNNCV algorithms make decisions, identify key features in object detection, and recognize errors. This tool must be …
DESCRIPTION Explainable AI is necessary for fully understanding DNNVC algorithms and designing systems employing them. It indicates which features in a detected object are important for classification and can reveal for missed detections what features led to that non-detection or misclassificati…
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