{
"cells": [
{
"cell_type": "markdown",
"id": "79c587c0",
"metadata": {},
"source": [
"# SlidingRadial Perturber Tutorial"
]
},
{
"cell_type": "markdown",
"id": "a818bef8",
"metadata": {},
"source": [
"## Introduction\n",
"This notebook will demonstrate how to use the ``SlidingRadial`` perturbation implementation.\n",
"We will show applying a resulting mask to a reference image via the ``occlude_image_batch`` utility where the \"fill\" is a blurred version of the reference image for alpha blending.\n",
"\n",
"This method of image perturbation is most notably used in [this paper](https://arxiv.org/abs/1711.00138) related to providing explanations in the reinforcement learning domain.\n",
"\n",
"
\n",
"\n",
"To run this notebook in Colab, use the link below:\n",
"\n",
"[](https://colab.research.google.com/github/XAITK/xaitk-saliency/blob/master/docs/examples/Radial_Image_Perturbation.ipynb)"
]
},
{
"cell_type": "markdown",
"id": "9f91a2fd",
"metadata": {},
"source": [
"# Set Up Environment\n",
"**Note for Colab users**: after setting up the environment, you may need to \"Restart Runtime\" in order to resolve package version conflicts (see the [README](https://github.com/XAITK/xaitk-saliency/blob/master/docs/examples/README.md#run-the-notebooks-from-colab) for more info)."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "f129287c",
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import sys # noqa\n",
"\n",
"# Python dependencies\n",
"!{sys.executable} -m pip install -qU pip\n",
"!{sys.executable} -m pip install -q xaitk-saliency\n",
"\n",
"# Data dependencies\n",
"os.makedirs(\"data\", exist_ok=True)\n",
"image_filepath = \"data/Grace_Hopper.jpg\"\n",
"![ ! -f \"{image_filepath}\" ] && wget \\\n",
"https://upload.wikimedia.org/wikipedia/commons/5/55/Grace_Hopper.jpg -O {image_filepath}"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "098e75c4",
"metadata": {},
"outputs": [],
"source": [
"# Setup our imports\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import PIL.Image\n",
"from scipy.ndimage import gaussian_filter\n",
"\n",
"from xaitk_saliency.impls.perturb_image.sliding_radial import SlidingRadial\n",
"from xaitk_saliency.utils.masking import occlude_image_batch\n",
"\n",
"# Use JPEG format for inline visualizations here.\n",
"%config InlineBackend.figure_format = \"jpeg\""
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "69710bea",
"metadata": {},
"outputs": [
{
"data": {
"image/jpeg": "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",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Load the image as a matrix and blur it.\n",
"\n",
"gh_mat = np.asarray(PIL.Image.open(image_filepath))\n",
"\n",
"# Using a tuple sigma to prevent the kernel from venturing into the\n",
"# channel dimansion to maintain a color image.\n",
"gh_mat_blur = gaussian_filter(gh_mat, sigma=(20, 20, 0))\n",
"\n",
"# Let's take a look!\n",
"plt.figure(figsize=(16, 8))\n",
"\n",
"plt.subplot(1, 2, 1)\n",
"plt.axis(False)\n",
"plt.imshow(gh_mat)\n",
"\n",
"plt.subplot(1, 2, 2)\n",
"plt.axis(False)\n",
"plt.imshow(gh_mat_blur)\n",
"\n",
"pass # reduce cell output"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "9810ebf2",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(12, 606, 517)"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Larger values for sigma take increasingly longer processing times.\n",
"# Something belonging to scipy's gaussian_filter.\n",
"masks = SlidingRadial(radius=(125, 125), stride=[200, 200], sigma=(20, 20)).perturb(gh_mat)\n",
"masks.shape"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "69ef9f13",
"metadata": {},
"outputs": [
{
"data": {
"image/jpeg": "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",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"idx = 4\n",
"\n",
"# apply one mask to the image, with blurred-image alpha blending.\n",
"gh_rad_occ = occlude_image_batch(gh_mat, masks[None, idx], gh_mat_blur)[0]\n",
"\n",
"# Display the mask and the result blended image.\n",
"plt.figure(figsize=(16, 8))\n",
"\n",
"plt.subplot(1, 2, 1)\n",
"plt.title(\"Mask\")\n",
"plt.axis(False)\n",
"plt.imshow(masks[idx], vmin=0, vmax=1)\n",
"plt.colorbar()\n",
"\n",
"plt.subplot(1, 2, 2)\n",
"plt.title(\"Occlusion Result\")\n",
"plt.axis(False)\n",
"plt.imshow(gh_rad_occ)\n",
"\n",
"pass # reduce cell output"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.13"
}
},
"nbformat": 4,
"nbformat_minor": 5
}