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Regressive CNN visualization

Data Science Asked by goodcow on December 3, 2020

I am interested in creating heat maps for my CNN which regresses images to a real value. However, most of the methods I have seen (eg, grad-CAM) were developed for classification.

  • Is there a way to adapt these methods for a regressive, not classifier CNN?
  • If not, what other methods are there? I have so far used occlusion sensitivity and measured the deviation.

Thank you!

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