README.md

Explanations-using-GradCAM

Reimplimentation of the paper - Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

conda create --name --file requirements.txt

RESULTS

Grad-CAM and Grad-CAM++ visualisations

ILSVRC2015 Localization Challenge

Generated Bounding Boxes (VGG16)

Green = Ground Truth, Magenta = Backprop, Blue = Grad-CAM, Turquoise = Grad-CAM++

Bounding Boxes Generation process

Results

Counterfactual Explanations using Grad-CAM

Image Captioning visualisations using Grad-CAM

Effect of adveserial noise on Grad-CAM

Robust Grad-CAM

Mode Collapse detection using Grad-CAM