RCA-IUnet: A residual cross-spatial attention guided inception U-Net model for tumor segmentation in breast ultrasound imaging

Publication details The paper is published in the journal of Springer Machine Vision and Applications in 2022: click here Abstract To automate the process of delineation to highlight or identify…

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Visualizing Deep Learning: Filter, Class Activation Maps and LIME

What is covered? OverviewImporting librariesLoading the MNIST datasetPreprocessingLoading the trained modelEvaluationModel visualizationFilter visualizationClass activation mapLIMEConclusion Overview Unlike machine learning models, the deep learning models lack transparency in the decision making…

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