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@ftnext
Last active February 11, 2018 06:37
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2018/02/10 Pythonもくもく自習室 #7 @ Rettyオフィス 成果発表:Pillowでモザイクアートのアップデート
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# @ftnext (nikkie)\n",
"# Pillowで画像処理してモザイクアートを作る"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10f7b6978>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x104fc8be0>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"color_data = materials_list_from_file('average_color.csv')\n",
"\n",
"icon_im = Image.open('my_icon.png')\n",
"display_image(icon_im)\n",
"icon_im_width, icon_im_height = icon_im.size\n",
"\n",
"mosaic_icon_im = Image.new('RGBA', (1600, 1600))\n",
"for left in range(0, icon_im_width, DOT_AREA_ONE_SIDE):\n",
" for top in range(0, icon_im_height, DOT_AREA_ONE_SIDE):\n",
" average_color = calc.average_color_in_range(icon_im, left, top,\n",
" left+DOT_AREA_ONE_SIDE, top+DOT_AREA_ONE_SIDE)\n",
" if len(average_color) != 3:\n",
" continue\n",
"\n",
" filename = similar_color_filename(average_color, color_data)\n",
" # 距離最小のファイルを縮小して1600×1600の画像に貼り付け\n",
" area_im = Image.open('image/euph_part_icon/'+filename)\n",
" area_im.thumbnail((THUMBNAIL_ONE_SIDE, THUMBNAIL_ONE_SIDE))\n",
" mosaic_icon_im.paste(area_im, (left//DOT_AREA_ONE_SIDE * THUMBNAIL_ONE_SIDE,\n",
" top//DOT_AREA_ONE_SIDE * THUMBNAIL_ONE_SIDE))\n",
"\n",
"save_path = 'product/my_icon_mosaic_mean.png'\n",
"mosaic_icon_im.save(save_path)\n",
"\n",
"# Display Image ##### @@@@@ #####\n",
"#画像の読み込み\n",
"im = Image.open(save_path)\n",
"display_image(im)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# #rettypy #7 (2018/02/10) でやったこと\n",
"\n",
"- モザイクアートの前処理のプログラムをクラスを使って書き直し\n",
"- Slackのアイコンでモザイクアートが作れなかった件の原因調査"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## モザイクアートの前処理のプログラムをクラスを使って書き直し"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### before"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"calculate_average_color.py"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"```python\n",
"import os\n",
"import csv\n",
"\n",
"from PIL import Image\n",
"\n",
"from mosaic_art import calc\n",
"\n",
"\n",
"data_list = []\n",
"for image_name in os.listdir('image/euph_part_icon'):\n",
" if not image_name.endswith('.png'):\n",
" continue\n",
" im = Image.open('image/euph_part_icon/'+image_name)\n",
" im_width, im_height = im.size\n",
" red, green, blue = calc.average_color_in_range(im, 0, 0, im_width, im_height)\n",
" data_list.append([image_name, red, green, blue])\n",
"\n",
"with open('average_color.csv', 'w', newline='') as csv_file:\n",
" csv_writer = csv.writer(csv_file)\n",
" csv_writer.writerows(data_list)\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"calculate_mode_color.py"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"```python\n",
"import os\n",
"import csv\n",
"\n",
"from PIL import Image\n",
"\n",
"from mosaic_art import calc\n",
"\n",
"\n",
"data_list = []\n",
"for image_name in os.listdir('image/euph_part_icon'):\n",
" if not image_name.endswith('.png'):\n",
" continue\n",
" im = Image.open('image/euph_part_icon/'+image_name)\n",
" im_width, im_height = im.size\n",
" red, green, blue = calc.mode_color_in_range(im, 0, 0, im_width, im_height)\n",
" data_list.append([image_name, red, green, blue])\n",
"\n",
"with open('mode_color.csv', 'w', newline='') as csv_file:\n",
" csv_writer = csv.writer(csv_file)\n",
" csv_writer.writerows(data_list)\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"差分は2箇所\n",
"\n",
"`$ diff calculate_average_color.py calculate_mode_color.py `\n",
"\n",
"15c15\n",
"\n",
"< red, green, blue = calc.average_color_in_range(im, 0, 0, im_width, im_height)\n",
"\n",
"\\---\n",
"\n",
"\\> red, green, blue = calc.mode_color_in_range(im, 0, 0, im_width, im_height)\n",
"\n",
"18c18\n",
"\n",
"< with open('average_color.csv', 'w', newline='') as csv_file:\n",
"\n",
"\\---\n",
"\n",
"\\> with open('mode_color.csv', 'w', newline='') as csv_file:"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"- 15行目: 素材画像を代表する色を計算するメソッドを呼び分けている\n",
"- 18行目: 素材画像を代表する色の計算結果記入ファイルを切り替えている\n",
"\n",
"→クラスのプロパティとして持たせる。\n",
"\n",
" インスタンス作成時の引数で適切なプロパティを設定する"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### after"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"```python\n",
"class ColorCalculator:\n",
" def __init__(self, calc_type):\n",
" self.calc_func = ColorCalculator.calculate_function(calc_type)\n",
" self.csv_name = ColorCalculator.color_csv_name(calc_type)\n",
"\n",
" def calculate(self):\n",
" data_list = []\n",
" for image_name in os.listdir('image/euph_part_icon'):\n",
" if not image_name.endswith('.png'):\n",
" continue\n",
" im = Image.open('image/euph_part_icon/'+image_name)\n",
" im_width, im_height = im.size\n",
" red, green, blue = self.calc_func(im, 0, 0, im_width, im_height)\n",
" data_list.append([image_name, red, green, blue])\n",
"\n",
" with open(self.csv_name, 'w', newline='') as csv_file:\n",
" csv_writer = csv.writer(csv_file)\n",
" csv_writer.writerows(data_list)\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"- shinyorkeさんから: クラスを持ち込む必要はなかったかもしれない(オブジェクト指向は設計をしっかり考えないと後々苦しむことになる)\n",
"\n",
"→[今後] 関数を使って実装して比較してみる"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Slackのアイコンでモザイクアートが作れなかった件の原因調査"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"icon_im = Image.open('slack.png')\n",
"icon_im_width, icon_im_height = icon_im.size"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<PIL.PngImagePlugin.PngImageFile image mode=P size=400x400 at 0x10F7B5828>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"icon_im"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"ename": "IndexError",
"evalue": "list index out of range",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mIndexError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-13-a8bc5bee0fa7>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mtop\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0micon_im_height\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mDOT_AREA_ONE_SIDE\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m red, green, blue = calc.average_color_in_range(icon_im, left, top,\n\u001b[0;32m----> 6\u001b[0;31m left+DOT_AREA_ONE_SIDE, top+DOT_AREA_ONE_SIDE)\n\u001b[0m\u001b[1;32m 7\u001b[0m average_color_im = Image.new('RGBA',\n\u001b[1;32m 8\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mDOT_AREA_ONE_SIDE\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mDOT_AREA_ONE_SIDE\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/study/20171202mosaic-art-python/mosaic_art/calc.py\u001b[0m in \u001b[0;36maverage_color_in_range\u001b[0;34m(icon_im, left, top, right, bottom)\u001b[0m\n\u001b[1;32m 28\u001b[0m \u001b[0mmean_color\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mImageStat\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mStat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mim_crop\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmean\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 29\u001b[0m \u001b[0mred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mround\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmean_color\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 30\u001b[0;31m \u001b[0mgreen\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mround\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmean_color\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 31\u001b[0m \u001b[0mblue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mround\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmean_color\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 32\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgreen\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mblue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mIndexError\u001b[0m: list index out of range"
]
}
],
"source": [
"# 元の画像の平均色の可視化\n",
"dot_icon_im = icon_im.copy()\n",
"for left in range(0, icon_im_width, DOT_AREA_ONE_SIDE):\n",
" for top in range(0, icon_im_height, DOT_AREA_ONE_SIDE):\n",
" red, green, blue = calc.average_color_in_range(icon_im, left, top,\n",
" left+DOT_AREA_ONE_SIDE, top+DOT_AREA_ONE_SIDE)\n",
" average_color_im = Image.new('RGBA',\n",
" (DOT_AREA_ONE_SIDE, DOT_AREA_ONE_SIDE),\n",
" (red, green, blue, 255)) # a=0だと透明で何も見えない\n",
" dot_icon_im.paste(average_color_im, (left, top))\n",
"display_image(dot_icon_im)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"(R, G, B, A)のタプルじゃない。。"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[69.50645]"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from PIL import ImageStat\n",
"\n",
"mean_color = ImageStat.Stat(icon_im).mean\n",
"mean_color"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"55"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"icon_im.getpixel((100,100))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"(R, G, B, A)のタプルを想定"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10f9977b8>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"400 400\n"
]
}
],
"source": [
"normal_im = Image.open('my_icon.png')\n",
"display_image(normal_im)\n",
"normal_im_width, normal_im_height = normal_im.size\n",
"print(normal_im_width, normal_im_height)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[97.509325, 85.81641875, 87.0306, 254.9675]"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"normal_mean_color = ImageStat.Stat(normal_im).mean\n",
"normal_mean_color"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(68, 84, 119, 255)"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"normal_im.getpixel((100,100))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## convertしたら解決した"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<PIL.Image.Image image mode=RGBA size=400x400 at 0x11094FD30>"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"icon_im2 = icon_im.convert('RGBA')\n",
"icon_im2"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(130, 210, 224, 255)"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"icon_im2.getpixel((100,100))"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[159.34800625, 145.5453125, 130.48335625, 248.25294375]"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ImageStat.Stat(icon_im2).mean"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 原因はImageのmodeらしい\n",
"\n",
"https://pillow.readthedocs.io/en/5.0.0/handbook/concepts.html#concept-modes\n",
"\n",
">P (8-bit pixels, mapped to any other mode using a color palette)\n",
"\n",
">RGBA (4x8-bit pixels, true color with transparency mask)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'P'"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"icon_im.mode"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'RGBA'"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"normal_im.mode"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'RGBA'"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"icon_im2.mode"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x111628a90>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11434acc0>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"color_data = materials_list_from_file('average_color.csv')\n",
"\n",
"# icon_im = Image.open('my_icon.png')\n",
"display_image(icon_im2)\n",
"icon_im_width, icon_im_height = icon_im2.size\n",
"\n",
"mosaic_icon_im = Image.new('RGBA', (1600, 1600))\n",
"for left in range(0, icon_im_width, DOT_AREA_ONE_SIDE):\n",
" for top in range(0, icon_im_height, DOT_AREA_ONE_SIDE):\n",
" average_color = calc.average_color_in_range(icon_im2, left, top,\n",
" left+DOT_AREA_ONE_SIDE, top+DOT_AREA_ONE_SIDE)\n",
" if len(average_color) != 3:\n",
" continue\n",
"\n",
" filename = similar_color_filename(average_color, color_data)\n",
" # 距離最小のファイルを縮小して1600×1600の画像に貼り付け\n",
" area_im = Image.open('image/euph_part_icon/'+filename)\n",
" area_im.thumbnail((THUMBNAIL_ONE_SIDE, THUMBNAIL_ONE_SIDE))\n",
" mosaic_icon_im.paste(area_im, (left//DOT_AREA_ONE_SIDE * THUMBNAIL_ONE_SIDE,\n",
" top//DOT_AREA_ONE_SIDE * THUMBNAIL_ONE_SIDE))\n",
"\n",
"save_path = 'product/slack_mosaic_mean.png'\n",
"mosaic_icon_im.save(save_path)\n",
"\n",
"# Display Image ##### @@@@@ #####\n",
"#画像の読み込み\n",
"im = Image.open(save_path)\n",
"display_image(im)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"→[今後] ソースコードにconvertを導入する"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 以下、モザイクアートのプログラム"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"import csv\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"from PIL import Image\n",
"\n",
"from mosaic_art import calc\n",
"\n",
"\n",
"#Jupyterでインライン表示するための宣言\n",
"%matplotlib inline"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 定数宣言"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"DOT_AREA_ONE_SIDE = 10\n",
"THUMBNAIL_ONE_SIDE = 40\n",
"# 2つの色(R,G,B)の間の最大の距離\n",
"MAX_COLOR_DISTANCE = 255**2 * 3\n",
"# CSVファイル中のカラムの意味づけ\n",
"POS_NAME = 0\n",
"POS_RED = 1\n",
"POS_GREEN = 2\n",
"POS_BLUE = 3"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 関数定義"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"def materials_list_from_file(filename):\n",
" \"\"\"Returns a list which contains material image information.\n",
"\n",
" Args:\n",
" filename: File name such as \"foo.csv\"\n",
" The file contains information on average color of image.\n",
" (Average color maens the average of the values of R of all pixels,\n",
" the average of the values of G of all pixels,\n",
" and the average of the values of B of all pixels)\n",
" A row is as follows:\n",
" image_name, R_average, G_average, B_average\n",
"\n",
" Returns:\n",
" A list of tuples\n",
" Tuple is like (\n",
" image_name : str (such as \"bar.png\"),\n",
" red_average : int,\n",
" green_average: int,\n",
" blue_average : int\n",
" )\n",
" \"\"\"\n",
" color_data = []\n",
" with open(filename, 'r', newline='') as csvfile:\n",
" reader = csv.reader(csvfile)\n",
" for row in reader:\n",
" image_info = (row[POS_NAME], int(row[POS_RED]),\n",
" int(row[POS_GREEN]), int(row[POS_BLUE]))\n",
" color_data.append(image_info)\n",
" return color_data"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"def color_distance(RGB1, RGB2):\n",
" \"\"\"Returns color distance\n",
"\n",
" Considering the distance between two points\n",
" (x1, y1, z1) and (x2, y2, z2) in three dimensions\n",
"\n",
" Args:\n",
" RGB1: A tuple which means (R, G, B)\n",
" RGB2: A tuple which means (R, G, B)\n",
"\n",
" Returns:\n",
" color distance(:int)\n",
"\n",
" \"\"\"\n",
" d2_r = (RGB1[0] - RGB2[0]) ** 2\n",
" d2_g = (RGB1[1] - RGB2[1]) ** 2\n",
" d2_b = (RGB1[2] - RGB2[2]) ** 2\n",
" return d2_r + d2_g + d2_b"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"def similar_color_filename(average_color, color_data):\n",
" \"\"\"Returns name of file similar to average color\n",
"\n",
" Find the image with average color closest to `average_color` from `color_data`\n",
"\n",
" Args:\n",
" average_color: a tuple which means (R, G, B) of average color of a certain range\n",
" color_data: A list of tuples\n",
" Tuple is like (image_name, red_average, green_average, blue_average)\n",
"\n",
" Returns:\n",
" A name of file such as 'foo.png' (NOT path)\n",
" \"\"\"\n",
" distance = MAX_COLOR_DISTANCE\n",
" filename = ''\n",
" # 色の差が最小になるファイルを決定(距離に見立てている)\n",
" for color in color_data:\n",
" sample_color = (color[POS_RED], color[POS_GREEN], color[POS_BLUE])\n",
" d = color_distance(average_color, sample_color)\n",
" if d < distance:\n",
" distance = d\n",
" filename = color[POS_NAME]\n",
" return filename"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"def display_image(image):\n",
" #画像をarrayに変換\n",
" im_list = np.asarray(image)\n",
" #貼り付け\n",
" plt.imshow(im_list)\n",
" #表示\n",
" plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.5.1"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
@ftnext
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ftnext commented Feb 11, 2018

Revision2
助言をいただいた方のお名前のタイポを修正。
大変失礼いたしました。

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