For questions about the Gradient-weighted Class Activation Mapping (GradCAM) technique for explainable AI, which was proposed in the paper "Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization" (2019) by Ramprasaath R. Selvaraju et al.
Questions tagged [grad-cam]
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In GradCAM, why is activation strength considered an indicator of relevant regions?
In the GradCAM paper section 3 they implicitly propose that two things are needed to understand which areas of an input image contribute most to the output class (in a multi-label classification problem). That is:
$A^k$ the final feature…
Alexander Soare
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Grad cam on multi view cnn
I have two views of one object and using multi view cnn from .https://github.com/SAMY-ER/Multi-View-Image-Classification. This works great and I am getting better results. Though how can I apply grad cam to it. any help is appreciated . I want to…
user1631306
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