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Multi-scale local explanation approach for image analysis using model-agnostic explainable artificial intelligence (XAI)

Hajiyan, HooriaUniversity of Ontario Institute of Technology2022

… decisions. Local Interpretable Model-agnostic Explanations (LIME) is an explanation method which produces a coarse heatmap as a visual explanation highlighting the most important superpixels affecting the CNN’s decision. This thesis aims to explore and develop a multi-scale scheme of LIME to …

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