DSEG-LIME - Improving Image Explanation by Hierarchical Data-Driven Segmentation
Paper 2024
By Patrick Knab
Abstract. Explainable Artificial Intelligence is critical in unraveling decision-making processes in complex machine learning models. LIME (Local Interpretable Model-agnostic Explanations) is a well-known XAI framework for image analysis. It utilizes image segmentation to create features to identify relevant areas for classification. Consequently, poor segmentation can compromise the consistency of the...
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