From 94917655fcc08f8922b751d59720c55c04e988ba Mon Sep 17 00:00:00 2001 From: Akiomi Kamakura Date: Mon, 25 Feb 2019 22:13:46 +0900 Subject: [PATCH] Add example jupyter notebook --- examples/example.ipynb | 134 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 134 insertions(+) create mode 100644 examples/example.ipynb diff --git a/examples/example.ipynb b/examples/example.ipynb new file mode 100644 index 0000000..6bbe55d --- /dev/null +++ b/examples/example.ipynb @@ -0,0 +1,134 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "name": "example.ipynb", + "version": "0.3.2", + "provenance": [], + "collapsed_sections": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + } + }, + "cells": [ + { + "metadata": { + "id": "GSSKJOqJDgn4", + "colab_type": "text" + }, + "cell_type": "markdown", + "source": [ + "# pilgram example" + ] + }, + { + "metadata": { + "id": "OJ55HJZFDrYX", + "colab_type": "text" + }, + "cell_type": "markdown", + "source": [ + "## setup" + ] + }, + { + "metadata": { + "id": "8F8BKZDz-7_g", + "colab_type": "code", + "colab": {} + }, + "cell_type": "code", + "source": [ + "!pip install pillow pilgram\n", + "!wget \"https://github.com/akiomik/pilgram/blob/master/examples/mtjimba.jpg?raw=true\" -O mtjimba.jpg" + ], + "execution_count": 0, + "outputs": [] + }, + { + "metadata": { + "id": "kR90nW_KDtjz", + "colab_type": "text" + }, + "cell_type": "markdown", + "source": [ + "## original image" + ] + }, + { + "metadata": { + "id": "yi-Fb5XI_BAH", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 417 + }, + "outputId": "27b35ee2-8a68-423b-dcad-31dcfeac9acf" + }, + "cell_type": "code", + "source": [ + "from IPython import display \n", + "\n", + "display.display_jpeg(display.Image('mtjimba.jpg'))" + ], + "execution_count": 2, + "outputs": [ + { + "output_type": "display_data", + "data": { + "image/jpeg": 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J95Yjjpjn8Kie3dueg9vWtONCWz2/lUnkbeSe3anzSizNq6MlYx5e0jPfAFQk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\n" + }, + "metadata": { + "tags": [] + } + } + ] + }, + { + "metadata": { + "id": "y9uoQWlZDxi6", + "colab_type": "text" + }, + "cell_type": "markdown", + "source": [ + "## image with filter" + ] + }, + { + "metadata": { + "id": "Py7iLrxwBQ8B", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 417 + }, + "outputId": "cb41a394-5360-406c-81e6-3554ac1efb7a" + }, + "cell_type": "code", + "source": [ + "from PIL import Image\n", + "import pilgram\n", + "\n", + "im = Image.open('mtjimba.jpg')\n", + "pilgram._1977(im).save('mtjimba-1977.jpg')\n", + "\n", + "display.display_jpeg(display.Image('mtjimba-1977.jpg'))" + ], + "execution_count": 3, + "outputs": [ + { + "output_type": "display_data", + "data": { + "image/jpeg": 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wS1GpM0bZbeSIO6nIPTNI1tGxOwkZ6DNRkqiACmCcg5rKzvdM00LEWns0ih2G3vjrT59N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\nWKeqFY//2Q==\n" + }, + "metadata": { + "tags": [] + } + } + ] + } + ] +}