AI RESEARCH
FAME: Feature Activation Map Explanation on Image Classification and Face Recognition
arXiv CS.CV
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ArXi:2605.12017v1 Announce Type: new Deep Learning has revolutionized machine learning, reaching unprecedented levels of accuracy, but at the cost of reduced interpretability. Especially in image processing systems, deep networks transform local pixel information into global concepts in a highly obscured manner. Explainable AI methods for image processing try to shed light on this issue by highlighting the regions of the image that are important for the prediction task.