{ "cells": [ { "cell_type": "markdown", "id": "195d831f-791c-41cc-bfd8-3ae610c5e703", "metadata": {}, "source": [ "![](cat-crisp.webp)\n", "\n", "# Blurry\n", "\n", "Kevin Walchko\n", "\n", "---\n", "```" ] }, { "cell_type": "code", "execution_count": 2, "id": "eef660b7-4d3a-4658-b189-7a39ffb077ca", "metadata": {}, "outputs": [], "source": [ "# reload library\n", "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 3, "id": "3b3f5dff-ae74-430c-9f76-288ce5462fa4", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import cv2\n", "from matplotlib import pyplot as plt\n", "\n", "np.set_printoptions(precision=3)\n", "np.set_printoptions(suppress=True)" ] }, { "cell_type": "code", "execution_count": 4, "id": "9cda49e6-e32f-44db-b180-213de103ee3b", "metadata": {}, "outputs": [], "source": [ "def blurry(image, threshold=100.0):\n", " \"\"\"\n", " Given an image and threshold, returns if image is blurry and its value\n", " \n", " Args:\n", " image: opencv grayscale image\n", " threshold: blur threshold value, below this value an image is considered\n", " to be blurry\n", " Return:\n", " blurry: True/False\n", " value: numeric value of blurriness\n", " \n", " Reference: https://pyimagesearch.com/2015/09/07/blur-detection-with-opencv/\n", " \"\"\"\n", " val = cv2.Laplacian(image, cv2.CV_64F).var()\n", " val = int(val)\n", " if val < threshold:\n", " return True, val\n", " return False, val" ] }, { "cell_type": "code", "execution_count": 5, "id": "6608c2e5-6242-4b9d-b1ab-10c0321af810", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cat = cv2.imread(\"cat-blurry.webp\",0)\n", "plt.imshow(cat, cmap=\"gray\")\n", "plt.axis(\"off\")\n", "plt.title(f\"Blurry: {blurry(cat, 300)}\");" ] }, { "cell_type": "code", "execution_count": 6, "id": "e0759f16-782b-44ab-939f-c8a84b7eb23d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cat = cv2.imread(\"cat-crisp.webp\",0)\n", "plt.imshow(cat, cmap=\"gray\")\n", "plt.axis(\"off\")\n", "plt.title(f\"Blurry: {blurry(cat, 300)}\");" ] }, { "cell_type": "code", "execution_count": null, "id": "f4b186f6-365e-4819-81b0-bc3d218f46b1", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "c5fd5f0f-db0c-4302-85ea-4470f63b5d8f", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "043da990-52b0-4cad-b289-ef1879ec86d7", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "0da3c10b-d5e3-48a4-9f51-7b6adaacbe89", "metadata": {}, "outputs": [], "source": [] } ], "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": "3.10.8" } }, "nbformat": 4, "nbformat_minor": 5 }