Image_Preparation.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Image preparation\n",
    "\n",
    "The original image size is 55x90 pixels with a color depth of 3 (RGB).\n",
    "The below code can be used to transform the images in an input directory (Input_dir) to the right size (20x32 pixels) into an output directory (Output_dir). Inside the directory the pictures are stored in subdirectories according their labeling (0 ... 9 + NaN).\n",
    "Any other image converter can be used as well.\n",
    "\n",
    "### Prerequisite\n",
    "Installed OpenCV libary within python (opencv)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import glob\n",
    "import os\n",
    "from PIL import Image \n",
    "\n",
    "Input_dir = 'data_raw_all'\n",
    "Output_dir= 'data_resize_all'\n",
    "\n",
    "target_size_x = 32\n",
    "target_size_y = 32\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4927 files have been deleted.\n"
     ]
    }
   ],
   "source": [
    "files = glob.glob(Output_dir + '/*.jpg')\n",
    "i = 0\n",
    "for f in files:\n",
    "    os.remove(f)\n",
    "    i=i+1\n",
    "print(str(i) + \" files have been deleted.\")"
   ]
  },
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      "data_raw_all\\9.9_5063_zeigeru__2019-06-05T16100.jpg\n"
     ]
    }
   ],
   "source": [
    "files = glob.glob(Input_dir + '/*.jpg')\n",
    "for aktfile in files:\n",
    "    print(aktfile)\n",
    "    test_image = Image.open(aktfile)\n",
    "    test_image = test_image.resize((target_size_x, target_size_y), Image.NEAREST)\n",
    "    base=os.path.basename(aktfile)\n",
    "    save_name = Output_dir + '/' + base\n",
    "    test_image.save(save_name, \"JPEG\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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