From 830e49f6b898992c71edd9454d90e9ce40e4e055 Mon Sep 17 00:00:00 2001
From: Matthias Humt <22399283+hummat@users.noreply.github.com>
Date: Mon, 9 Dec 2024 10:30:12 +0100
Subject: [PATCH] Merge README from master branch

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 README.md | 18 +++++++++++-------
 1 file changed, 11 insertions(+), 7 deletions(-)

diff --git a/README.md b/README.md
index b015db8..ba2a73b 100644
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 # Saliency Methods
-## Introduction
+## Overview
 This repository contains code for the following saliency techniques:
-* XRAI
-* SmoothGrad
-* Vanilla Gradients
-* Guided Backpropogation
-* Integrated Gradients
-* (Guided) Grad-CAM
+### 1. Vanilla Gradients
+![gradient](images/gradient.png)
+### 2. Guided Backpropogation (with Smoothgrad)
+![guided](images/guided_backrop_smoothgrad.png)
+### 3. Integrated Gradients
+![integrated](images/integrated_gradient.png)
+### 4. (Guided) Grad-CAM
+![gradcam](images/guided_grad_cam.png)
+### 5. XRAI
+![xrai](images/xrai.png)
 
 ## Remarks
 The methods should work with all models from the [torchvision](https://github.com/pytorch/vision) package. Tested models so far are: