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F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling

Class Activation Mapping (CAM) methods have recently gained much attention for weakly-supervised object localization (WSOL) tasks. They allow for CNN visualization and interpretation without training on fully annotated image datasets.

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Cite this as

Soufane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger (2024). Dataset: F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling. https://doi.org/10.57702/xk0hpg78

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Additional Info

Field	Value
Created	December 16, 2024
Last update	December 16, 2024
Author	Soufane Belharbi
More Authors	Aydin Sarraf Marco Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger
Homepage	https://github.com/sbelharbi/fcam-wsol