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Created December 9, 2020 07:07
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[Anime Face Dataset](https://www.kaggle.com/splcher/animefacedataset) の画像サイズを調べた
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DatasetOverview.ipynb
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"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## ファイル数"
]
},
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"execution_count": 2,
"metadata": {},
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"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: top;\n",
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"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>name</th>\n",
" <th>count</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>2000</td>\n",
" <td>1061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2001</td>\n",
" <td>1392</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2002</td>\n",
" <td>1818</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>2003</td>\n",
" <td>2896</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>2004</td>\n",
" <td>3233</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>2005</td>\n",
" <td>2999</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>2006</td>\n",
" <td>3300</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>2007</td>\n",
" <td>3805</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>2008</td>\n",
" <td>3900</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>2009</td>\n",
" <td>3878</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>2010</td>\n",
" <td>3897</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>2011</td>\n",
" <td>4086</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>2012</td>\n",
" <td>4259</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>2013</td>\n",
" <td>4264</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>2014</td>\n",
" <td>4133</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>2015</td>\n",
" <td>3526</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>2016</td>\n",
" <td>3208</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>2017</td>\n",
" <td>3107</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>2018</td>\n",
" <td>3026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>2019</td>\n",
" <td>1777</td>\n",
" </tr>\n",
" </tbody>\n",
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"</div>"
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"text/plain": [
" name count\n",
"0 2000 1061\n",
"1 2001 1392\n",
"2 2002 1818\n",
"3 2003 2896\n",
"4 2004 3233\n",
"5 2005 2999\n",
"6 2006 3300\n",
"7 2007 3805\n",
"8 2008 3900\n",
"9 2009 3878\n",
"10 2010 3897\n",
"11 2011 4086\n",
"12 2012 4259\n",
"13 2013 4264\n",
"14 2014 4133\n",
"15 2015 3526\n",
"16 2016 3208\n",
"17 2017 3107\n",
"18 2018 3026\n",
"19 2019 1777"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from pathlib import Path\n",
"import re\n",
"import pandas as pd\n",
"\n",
"dirs = [x for x in Path('.').iterdir()\n",
" if x.is_dir() and re.fullmatch(r'\\d+', x.name)]\n",
"dirs.sort(key=lambda x: x.name)\n",
"\n",
"pd.DataFrame(\n",
" data = [\n",
" {'name': child.name, 'count': len([x for x in child.iterdir() if x.is_file()])}\n",
" for child in dirs\n",
" ])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 画像サイズ分布"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|█████████████████████████████████████████████████████████████████████████████████| 20/20 [00:13<00:00, 1.45dir/s]\n"
]
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