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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.

Data and Resources

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

DOI retrieved: December 16, 2024

Additional Info

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