{"id":46103,"date":"2023-03-04T06:45:36","date_gmt":"2022-12-13T21:55:02","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46103-2\/"},"modified":"2024-04-29T17:18:58","modified_gmt":"2024-04-29T09:18:58","slug":"46103-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46103-2\/","title":{"rendered":""},"content":{"rendered":"<h1>1. \u306f\u3058\u3081\u306b<\/h1>\n<p>Python + openCV \u3092\u7528\u3044\u305f\u30cf\u30f3\u30ba\u30aa\u30f3\u3078\u306e\u53c2\u52a0\u6761\u4ef6\u3092\u6e80\u305f\u3059\u305f\u3081\u306b\u3001Ubuntu18.04LTS\u306bJupyter Notebook \u74b0\u5883\u3092\u69cb\u7bc9\u3057\u305f\u969b\u306e\u30e1\u30e2\u3092\u3001\u81ea\u5206\u3078\u306e\u5099\u5fd8\u9332\u3068\u3057\u3066\u307e\u3068\u3081\u3066\u307f\u307e\u3057\u305f\u3002\u3054\u53c2\u8003\u306b\u306a\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n<h1>2. \u5b66\u3079\u308b\u5185\u5bb9<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Python2\u7cfb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Python3\u7cfb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Jupyter Notebook\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">chainer\u3068TendsorFlow\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">opencv\u3068numpy\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Jupyter Notebook\u306e\u8d77\u52d5<\/ul>\n<h1>3. \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n<pre class=\"post-pre\"><code><span class=\"c\"># Python2\u7cfb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>apt <span class=\"nb\">install <\/span>python-pip python-pandas python-sklearn\r\n\r\n<span class=\"c\"># Python3\u7cfb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>apt <span class=\"nb\">install <\/span>python3-pip python3-pandas python3-sklearn\r\n\r\n<span class=\"c\"># Jupyter Notebook\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>apt <span class=\"nb\">install <\/span>jupyter-notebook\r\n\r\n<span class=\"c\"># chainer\u3068TendsorFlow\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08Python2\u7cfb\uff09<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>pip <span class=\"nb\">install <\/span>chainer tensorflow pandas-ml\r\n\r\n<span class=\"c\"># chainer\u3068TendsorFlow\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08Python3\u7cfb\uff09<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>pip3 <span class=\"nb\">install <\/span>chainer tensorflow pandas-ml\r\n\r\n<span class=\"c\"># opencv\u3068numpy\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08Python2\u7cfb\uff09<\/span>\r\n<span class=\"nv\">$ <\/span>pip <span class=\"nb\">install <\/span>opencv-python\r\n\r\n<span class=\"c\"># opencv\u3068numpy\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08Python3\u7cfb\uff09<\/span>\r\n<span class=\"nv\">$ <\/span>pip3 <span class=\"nb\">install <\/span>opencv-python\r\n\r\n<\/code><\/pre>\n<h1>4. Jupyter Notebook\u306e\u8d77\u52d5<\/h1>\n<pre class=\"post-pre\"><code><span class=\"c\"># Jupyter Notebook\u306e\u8d77\u52d5\uff08\u81ea\u52d5\u7684\u306b\u30d6\u30e9\u30a6\u30b6\u304c\u7acb\u3061\u4e0a\u304c\u308aJupyter Notebook\u304c\u8d77\u52d5\u3059\u308b\uff09<\/span>\r\n<span class=\"nv\">$ <\/span>jupyter-notebook\r\n\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d62ce37434c4406d00ba8\/8-0.png\" alt=\"Jupter.PNG\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Jupyter Notebook\u306e\u8d77\u52d5\u5f8c\u306f\u3001\u300cNew\u300d\u306e\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u30ea\u30b9\u30c8\u304b\u3089\u300cPython3\u300d\u3092\u9078\u629e\u3059\u308c\u3070\u898b\u6163\u308c\u305f\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30d6\u30e9\u30a6\u30b6\u306e\u30a2\u30af\u30bb\u30b9URL\u306f\u3001http:\/\/localhost:8888\/tree \u3068\u306a\u308b\u3088\u3046\u3067\u3059\u3002<\/ul>\n<h1>5. \u52d5\u4f5c\u78ba\u8a8d\u7528\u30b3\u30fc\u30c9<\/h1>\n<pre class=\"post-pre\"><code><span class=\"c1\"># \u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30dd\u30fc\u30c8\r\n<\/span><span class=\"kn\">import<\/span> <span class=\"nn\">sys<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">pprint<\/span>\r\n\r\n<span class=\"o\">\/\/<\/span> <span class=\"n\">\u30d1\u30b9\u78ba\u8a8d<\/span>\r\n<span class=\"n\">pprint<\/span><span class=\"p\">.<\/span><span class=\"n\">pprint<\/span><span class=\"p\">(<\/span><span class=\"n\">sys<\/span><span class=\"p\">.<\/span><span class=\"n\">path<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># \u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30dd\u30fc\u30c8\r\n<\/span><span class=\"kn\">import<\/span> <span class=\"nn\">cv2<\/span>                       <span class=\"c1\"># OpenCV\r\n<\/span><span class=\"kn\">import<\/span> <span class=\"nn\">numpy<\/span> <span class=\"k\">as<\/span> <span class=\"n\">np<\/span>               <span class=\"c1\"># numpy\r\n<\/span><span class=\"kn\">import<\/span> <span class=\"nn\">matplotlib.pyplot<\/span> <span class=\"k\">as<\/span> <span class=\"n\">plt<\/span>  <span class=\"c1\"># \u753b\u50cf\u8868\u793a\u30e9\u30a4\u30d6\u30e9\u30ea\r\n<\/span>\r\n<span class=\"c1\"># jupyter notebook \u4e0a\u3067\u753b\u50cf\u3092\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\r\n<\/span><span class=\"o\">%<\/span><span class=\"n\">matplotlib<\/span> <span class=\"n\">inline<\/span>\r\n\r\n<span class=\"c1\"># cv2\u30d0\u30fc\u30b8\u30e7\u30f3\u78ba\u8a8d\r\n<\/span><span class=\"n\">cv2<\/span><span class=\"p\">.<\/span><span class=\"n\">__version__<\/span>\r\n\r\n<span class=\"c1\"># \u8868\u793a\u753b\u50cf\u306e\u4f5c\u6210\r\n<\/span><span class=\"n\">img2<\/span> <span class=\"o\">=<\/span> <span class=\"n\">np<\/span><span class=\"p\">.<\/span><span class=\"n\">array<\/span><span class=\"p\">([[[<\/span>  <span class=\"mi\">0<\/span><span class=\"p\">,<\/span>  <span class=\"mi\">0<\/span><span class=\"p\">,<\/span>  <span class=\"mi\">0<\/span><span class=\"p\">],[<\/span>  <span class=\"mi\">0<\/span><span class=\"p\">,<\/span>  <span class=\"mi\">0<\/span><span class=\"p\">,<\/span><span class=\"mi\">255<\/span><span class=\"p\">],[<\/span>  <span class=\"mi\">0<\/span><span class=\"p\">,<\/span><span class=\"mi\">255<\/span><span class=\"p\">,<\/span>  <span class=\"mi\">0<\/span><span class=\"p\">],[<\/span><span class=\"mi\">255<\/span><span class=\"p\">,<\/span>  <span class=\"mi\">0<\/span><span class=\"p\">,<\/span>  <span class=\"mi\">0<\/span><span class=\"p\">]],<\/span>\r\n                 <span class=\"p\">[[<\/span>  <span class=\"mi\">0<\/span><span class=\"p\">,<\/span><span class=\"mi\">255<\/span><span class=\"p\">,<\/span><span class=\"mi\">255<\/span><span class=\"p\">],[<\/span><span class=\"mi\">255<\/span><span class=\"p\">,<\/span>  <span class=\"mi\">0<\/span><span class=\"p\">,<\/span><span class=\"mi\">255<\/span><span class=\"p\">],[<\/span><span class=\"mi\">255<\/span><span class=\"p\">,<\/span><span class=\"mi\">255<\/span><span class=\"p\">,<\/span>  <span class=\"mi\">0<\/span><span class=\"p\">],[<\/span><span class=\"mi\">255<\/span><span class=\"p\">,<\/span><span class=\"mi\">255<\/span><span class=\"p\">,<\/span><span class=\"mi\">255<\/span><span class=\"p\">]]])<\/span>\r\n<span class=\"n\">img2<\/span> <span class=\"o\">=<\/span> <span class=\"n\">img2<\/span><span class=\"p\">.<\/span><span class=\"n\">astype<\/span><span class=\"p\">(<\/span><span class=\"n\">np<\/span><span class=\"p\">.<\/span><span class=\"n\">uint8<\/span><span class=\"p\">)<\/span> <span class=\"c1\"># \u5024\u3092\u8aad\u307f\u8fbc\u3080\u65b9\u6cd5\u3092\u6307\u5b9a\r\n<\/span><span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"nb\">type<\/span><span class=\"p\">(<\/span><span class=\"n\">img2<\/span><span class=\"p\">))<\/span>\r\n\r\n<span class=\"c1\"># \u753b\u50cf\u8868\u793a\r\n<\/span><span class=\"n\">plt<\/span><span class=\"p\">.<\/span><span class=\"n\">imshow<\/span><span class=\"p\">(<\/span><span class=\"n\">img2<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d62ce37434c4406d00ba8\/12-0.jpeg\" alt=\"\u30b3\u30e1\u30f3\u30c8 2019-04-13 005036.jpg\" \/><\/div>\n<h1>6. \u88dc\u8db3<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Jupyter Notebook \u306e\u5b9f\u884c\u74b0\u5883\u306b\u306f\u3053\u3060\u308f\u308a\u304c\u306a\u304f\u3001\u3068\u306b\u304b\u304f Jupyter Notebook \u3092\u3055\u308f\u3063\u3066\u307f\u305f\u3044\u3068\u3044\u3046\u65b9\u306b\u306f\u3001Google Colaboratory \u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>Google Colaboratory \u306a\u3089\u74b0\u5883\u69cb\u7bc9\u4e0d\u8981\u3067 Jupyter Notebook \u304c\u4f7f\u3048\u307e\u3059\u3002\u3057\u304b\u3082\u3061\u3087\u3053\u3063\u3068\u8a2d\u5b9a\u3092\u3059\u308b\u3068GPU\u3082\u3064\u304b\u3048\u307e\u3059\u306e\u3067\u3001Python\u306e\u304a\u52c9\u5f37\u74b0\u5883\u306b\u3082\u3063\u3066\u3053\u3044\u3067\u3059\u3002<\/p>\n<h1>7. \u304a\u308f\u308a\u306b<\/h1>\n<p>Python\u304a\u3088\u3073Jupyter Notebook\u5b66\u7fd2\u306e\u53c2\u8003\u306b\u306a\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n<p>2019\/04\/09 TAKAHIRO NISHIZONO<\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. \u306f\u3058\u3081\u306b Python + openCV \u3092\u7528\u3044\u305f\u30cf\u30f3\u30ba\u30aa\u30f3\u3078\u306e\u53c2\u52a0\u6761\u4ef6\u3092\u6e80\u305f\u3059\u305f\u3081\u306b\u3001Ubuntu18 [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46103","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>- Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/46103-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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