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GradCam

Pytorch implementation of the GradCam method to give visual explanations for neural network predictions. I did this as part of a class on Deep Learning in the MVA master's programm.

Reference:

Selvaraju, Ramprasaath R., et al. "Grad-cam: Visual explanations from deep networks via gradient-based localization." https://arxiv.org/pdf/1610.02391.pdf

Example:

Input:

Example input

GradCam result:

Example output

About

Approaching decision reasons of neural network classifiers. Implementation of the GradCam method.

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