{"id":46445,"date":"2023-05-13T17:18:14","date_gmt":"2023-06-30T07:24:33","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46445-2\/"},"modified":"2024-04-30T03:58:10","modified_gmt":"2024-04-29T19:58:10","slug":"46445-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46445-2\/","title":{"rendered":""},"content":{"rendered":"<h1>\u76ee\u6a19\u8a2d\u5b9a<\/h1>\n<p>Headless\u306aRaspberry Pi3 Model B\u3092\u60f3\u5b9a\u3057\uff0c\u4ee5\u4e0b\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3059\uff0e<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Jupyter notebook\u304c\u81ea\u52d5\u8d77\u52d5\u3057\uff0c\u30ea\u30e2\u30fc\u30c8PC\u304b\u3089\u306e\u63a5\u7d9a\u3092\u53d7\u3051\u4ed8\u3051\u308b\uff0e<\/ul>\n<\/li>\n<\/ul>\n<p>LAN\u306a\u3057\u3067PC\u30681\u5bfe1\u3067\u7e4b\u3044\u3067\u3082\uff0cLAN\u3092\u4ecb\u3057\u3066\u7e4b\u3044\u3067\u3082Jupyter\u306b\u63a5\u7d9a\u3067\u304d\u308b\uff0e<\/p>\n<p>Python\u304b\u3089OpenCV\u3092\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u308b\uff0e<\/p>\n<h1>\u60f3\u5b9a\u3059\u308b\u74b0\u5883<\/h1>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>RPi3 : Raspberry Pi3\u672c\u4f53<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>PC : RPi3\u3092\u64cd\u4f5c\u3059\u308b\u305f\u3081\u306eWindows \/ macOS \/ Linux\u6a5f<\/ol>\n<p>\u306e\uff12\u3064\u306e\u30c7\u30d0\u30a4\u30b9\u304c\u540c\u4e00\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u63a5\u7d9a\u3055\u308c\u3066\u3044\u308b\u3068\u3059\u308b\uff0e\u3088\u308a\u5177\u4f53\u7684\u306b\u306f<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>RPi3\u3068PC\u304c\u30cf\u30d6\u3092\u4ecb\u3057\u3066\u63a5\u7d9a\u3057\u3066\u3044\u308b<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>RPi3\u3068PC\u304c\u6709\u7dda\u30671:1\u63a5\u7d9a\u3055\u308c\u3066\u3044\u308b<\/ol>\n<p>\u306e\u3069\u3061\u3089\u3067\u3082\u3088\u3044\u3068\u3059\u308b\uff0e\u307e\u305fPC\u304c\u7279\u306bWindows\u306e\u5834\u5408\u306f\uff0cBonjour for Windows\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u304f\u3053\u3068\u3068\u3059\u308b\uff0e\u3053\u308c\u306fRPi3\u306eIP\u30a2\u30c9\u30ec\u30b9\u304c\u4e0d\u660e\u306e\u5834\u5408\u3067\u3082\uff0craspberrypi.local\u3068\u3044\u3046\u540d\u524d\u3067\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\uff08Raspbian\u306eavahi\u30c7\u30fc\u30e2\u30f3\u304c\u5b9f\u73fe\u3057\u3066\u3044\u308b\u6a5f\u80fd\uff09\uff0e<\/p>\n<h1>\u5236\u9650\u4e8b\u9805<\/h1>\n<p>\u4ee5\u4e0b\u306e\u70b9\u306f\u3042\u3048\u3066\u89e3\u6c7a\u3057\u306a\u3044\u307e\u307e\u3068\u3059\u308b\uff0e<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u3064\u3044\u3066\u306f\u5fc5\u8981\u6700\u4f4e\u9650\u306e\u307e\u307e\uff08\u5916\u90e8\u516c\u958b\u306f\u60f3\u5b9a\u3057\u306a\u3044\uff09\uff0e<\/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\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u3059\u3079\u3066\u7d42\u308f\u3063\u305f\u72b6\u614b\u3067\u3042\u308c\u3070PC\u30681:1\u63a5\u7d9a\u3057\u305f\u969b\u306b\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u306a\u304f\u3066\u3082OK\u3060\u304c\uff0c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u4e2d\u306f\u30d1\u30c3\u30b1\u30fc\u30b8\u3084\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u305f\u3081\u306b\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u5fc5\u8981\uff0e\u6700\u521d\u304b\u3089PC\u30681:1\u63a5\u7d9a\u3059\u308b\u5834\u5408\u306f\uff0cPC\u5074\u3067NAT\u3057\u3066\u3042\u3052\u308b\u5fc5\u8981\u304c\u3042\u308b\uff0e<\/ul>\n<\/li>\n<\/ul>\n<p>Windows\u306a\u3089\u300c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u306e\u5171\u6709\uff08ICS\uff09\u300d\u6a5f\u80fd\u3092\u4f7f\u3046\uff0e\u4f8b\u3048\u3070PC\u304c\u7121\u7ddaLAN\u3067\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u63a5\u7d9a\u3055\u308c\u3066\u3044\u308b\u306a\u3089\uff0c\u7121\u7dda\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u300c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u306e\u5171\u6709\u300d\u3092\u6709\u52b9\u306b\u3057\uff0c\u305d\u306e\u969b\u306b\u300c\u30db\u30fc\u30e0\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u63a5\u7d9a\u300d\u3068\u3057\u3066RPi\u3068\u63a5\u7d9a\u3057\u3066\u3044\u308b\u6709\u7dda\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9\u3092\u6307\u5b9a\u3059\u308b\uff0e\u3053\u306e\u8a2d\u5b9a\u3092\u884c\u3046\u3068\u300c\u30db\u30fc\u30e0\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u63a5\u7d9a\u300d\u3067\u6709\u52b9\u306b\u3057\u305f\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9\u3067DHCP\u30b5\u30fc\u30d0\u304c\u52d5\u304d\u59cb\u3081\u308b\u306e\u3067\uff0c\u4e00\u5ea6RPi\u3068\u306eLAN\u30b1\u30fc\u30d6\u30eb\u3092\u629c\u304d\u5dee\u3057\u3059\u308c\u3070RPi\u306bDHCP\u3067\u30a2\u30c9\u30ec\u30b9\u304c\u5272\u308a\u5f53\u3066\u3089\u308c\u308b\uff0e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u306b\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u306e\u5171\u6709\u3092\u89e3\u9664\u3057\u3066\u3082\u3088\u3044\u3057\uff0c\u3053\u306e\u307e\u307e\u4f7f\u3044\u7d9a\u3051\u3066\u3082\u3088\u3044\uff0e<\/p>\n<p>RPi3\u3092\u7121\u7ddaLAN\u3067\u63a5\u7d9a\u3057\u306a\u3044\uff0e<\/p>\n<p>\u7121\u7ddaLAN\u306e\u30d1\u30b9\u30ef\u30fc\u30c9\u306a\u3069\u3092\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u3067\uff0c\u4eca\u56de\u306f\u30d1\u30b9\uff0e<\/p>\n<p>LAN\u306b\u8907\u6570\u53f0\u306eRaspberry Pi\u304c\u5b58\u5728\u3059\u308b\u5834\u5408\uff0craspberrypi.local\u304c\u3069\u306e\u30c7\u30d0\u30a4\u30b9\u306b\u306a\u308b\u304b\u306f\u4e88\u6e2c\u3057\u304c\u305f\u3044\uff0eLAN\u306b\u306f\u4eca\u56de\u4f7f\u7528\u3059\u308b\uff11\u53f0\u3060\u3051\u304c\u5b58\u5728\u3059\u308b\u3068\u4eee\u5b9a\u3059\u308b\uff0e<\/p>\n<h1>\u521d\u671f\u8a2d\u5b9a<\/h1>\n<p>\u4ee5\u4e0b\u3067\u306fOS\u3068\u3057\u3066Raspbian\u3092\u65b0\u898f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff0c\u3064\u307e\u308a\u30c7\u30a3\u30b9\u30af\u30a4\u30e1\u30fc\u30b8\u3092SD\u30ab\u30fc\u30c9\u306b\u66f8\u304d\u3053\u3080\u3068\u3053\u308d\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3059\u308b\u3053\u3068\u3068\u3059\u308b\uff0e<\/p>\n<h2>Raspbian\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068SSH\u30a2\u30af\u30bb\u30b9\u306e\u6709\u52b9\u5316<\/h2>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>Rasobian\u3092MicroSD\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff0e<\/ol>\n<\/li>\n<\/ol>\n<p>RASPBIAN STRETCH WITH DESKTOP (Version:November 2017)\u3092\u4f7f\u7528\uff0e<\/p>\n<p>JAIST\u306e\u30df\u30e9\u30fc\u304b\u30892017-11-29-raspbian-stretch.zip\u3092\u53d6\u5f97\uff0e<\/p>\n<p>\u5b9f\u969b\u306b\u306fWindows\u3067\u4f5c\u696d\u3057\u305f\u306e\u3067\uff0cMicroSD\u306e\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u3092\u5168\u90e8\u6d88\u3057\u3066\uff08\u300c\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u7ba1\u7406\u300d\u5185\u306e\u300c\u30c7\u30a3\u30b9\u30af\u306e\u7ba1\u7406\u300d\u3088\u308a\uff09\uff0cSD Formatter\u3067\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3057\u3066\u304b\u3089\uff0cWin32 Disk Imager\u3067OS\u30a4\u30e1\u30fc\u30b8\u3092\u66f8\u304d\u8fbc\u3093\u3060\uff0e<\/p>\n<p>MicroSD\u3092PC\u3067\u30de\u30a6\u30f3\u30c8\u3057\uff0c\u7b2c1\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\uff08FAT32\uff0e\u30e9\u30d9\u30eb\u306f\u300cboot\u300d\uff0eWindows\u306a\u3089\u300cboot\u300d\u3068\u3044\u3046\u30dc\u30ea\u30e5\u30fc\u30e0\u540d\u306e\u3064\u3044\u305f\u30c9\u30e9\u30a4\u30d6\u306b\u898b\u3048\u308b\uff09\u306bssh\u3068\u3044\u3046\u540d\u524d\u306e\u7a7a\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u308b\uff0e<br \/>\nRPi\u3092\u8d77\u52d5<\/p>\n<h2>SSH\u63a5\u7d9a<\/h2>\n<p>\u4e0a\u8a18\u306e\u3088\u3046\u306bboot\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u306bssh\u3068\u3044\u3046\u30d5\u30a1\u30a4\u30eb\u304c\u5b58\u5728\u3059\u308b\u3068\uff0c\u30d6\u30fc\u30c8\u6642\u306bssh\u30c7\u30fc\u30e2\u30f3\u304c\u8d77\u52d5\u3059\u308b\uff0e\u305d\u3053\u3067PC\u304b\u3089<\/p>\n<pre class=\"post-pre\"><code>&gt; ssh pi@raspberrypi.local\r\n<\/code><\/pre>\n<p>\u3068\u3057\u3066ssh\u63a5\u7d9a\u3092\u3059\u308b\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30e6\u30fc\u30b6pi\u306e\u521d\u671f\u30d1\u30b9\u30ef\u30fc\u30c9\u306fraspberry\uff09\uff0e\u306a\u304aPC\u304cWindows\u306e\u5834\u5408\uff0c<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Windows 10 Fall Creators Update\u3067\u8ffd\u52a0\u3055\u308c\u305fssh\u30af\u30e9\u30a4\u30a2\u30f3\u30c8<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">putty<\/ul>\n<p>\u306a\u3069\u3092\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u304c\uff0cBoW\u74b0\u5883\u306essh\u3067\u306f\u63a5\u7d9a\u3067\u304d\u306a\u3044\uff08\/etc\/resolv.conf\u306bDNS\u30b5\u30fc\u30d0\u304c\u76f4\u66f8\u304d\u3055\u308c\u3066\u3044\u308b\u304b\u3089mDNS\u3067\u540d\u524d\u89e3\u6c7a\u3067\u304d\u306a\u3044\uff1f\uff09\uff0e<\/p>\n<h2>\u305d\u306e\u307b\u304b\u306e\u8a2d\u5b9a<\/h2>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u4ee5\u4e0b\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u4f5c\u696d\u306b\u306f\u305d\u308c\u306a\u308a\u306e\u6642\u9593\u304c\u304b\u304b\u308b\u306e\u3067\uff0ctmux\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u3044\u3066\u9069\u5b9cdetouch\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\uff0e<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u5fc5\u8981\u306b\u5fdc\u3058\u3066lv, vim\u3082\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u304f\uff0e<\/ol>\n<h1>Jupyter<\/h1>\n<h2>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<p>pip\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\uff0e<\/p>\n<pre class=\"post-pre\"><code>$ sudo apt-get update \r\n$ sudo apt-get upgrade \r\n$ sudo apt-get install python3 python3-dev build-essential python-pip \r\n$ sudo pip3 install --upgrade pip \r\n$ sudo pip3 install jupyter \r\n<\/code><\/pre>\n<h2>\u8a2d\u5b9a<\/h2>\n<p>JNS\u3092\u53c2\u8003\u306bJupyter\u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\uff08~\/.jupyter\/jupyter_notebook_config.py\uff09\u3092\u4f5c\u308b\u4ee5\u4e0b\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f5c\u6210\u3057\u3066\u5b9f\u884c\u3059\u308b\uff0e\u305f\u3060\u3057\u30d1\u30b9\u30ef\u30fc\u30c9\u306f\u5225\u9014\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u306b\u3057\u3066\u3053\u3053\u3067\u306f\u66f8\u304d\u8fbc\u307e\u306a\u3044\uff0e<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\">#!\/bin\/bash<\/span>\r\n<span class=\"c\"># script name:     configure_jupyter.sh<\/span>\r\n<span class=\"c\"># last modified:   2017\/03\/05<\/span>\r\n<span class=\"c\"># sudo:            no<\/span>\r\n\r\n<span class=\"k\">if<\/span> <span class=\"o\">[<\/span> <span class=\"si\">$(<\/span><span class=\"nb\">id<\/span> <span class=\"nt\">-u<\/span><span class=\"si\">)<\/span> <span class=\"o\">=<\/span> 0 <span class=\"o\">]<\/span>\r\n<span class=\"k\">then\r\n   <\/span><span class=\"nb\">echo<\/span> <span class=\"s2\">\"to be run as <\/span><span class=\"si\">$(<\/span><span class=\"nb\">logname<\/span><span class=\"si\">)<\/span><span class=\"s2\">\"<\/span>\r\n   <span class=\"nb\">exit <\/span>1\r\n<span class=\"k\">fi<\/span>\r\n\r\n<span class=\"c\"># generate config and create notebook directory<\/span>\r\n<span class=\"c\"># if notebook directory exists, we keep it (-p)<\/span>\r\n<span class=\"c\"># if configuration file exeists, we overwrite it (-y)<\/span>\r\n\r\njupyter notebook <span class=\"nt\">-y<\/span> <span class=\"nt\">--generate-config<\/span>\r\n<span class=\"nb\">cd<\/span> <span class=\"nv\">$home<\/span>\r\n<span class=\"nb\">mkdir<\/span> <span class=\"nt\">-p<\/span> notebooks  \r\n\r\n<span class=\"nv\">target<\/span><span class=\"o\">=<\/span>~\/.jupyter\/jupyter_notebook_config.py\r\n\r\n<span class=\"c\"># set up dictionary of changes for jupyter_config.py<\/span>\r\n<span class=\"nb\">declare<\/span> <span class=\"nt\">-A<\/span> arr\r\n<span class=\"nv\">app<\/span><span class=\"o\">=<\/span><span class=\"s1\">'c.NotebookApp'<\/span> \r\narr+<span class=\"o\">=([<\/span><span class=\"s2\">\"<\/span><span class=\"nv\">$app<\/span><span class=\"s2\">.open_browser\"<\/span><span class=\"o\">]=<\/span><span class=\"s2\">\"<\/span><span class=\"nv\">$app<\/span><span class=\"s2\">.open_browser = False\"<\/span><span class=\"o\">)<\/span>\r\narr+<span class=\"o\">=([<\/span><span class=\"s2\">\"<\/span><span class=\"nv\">$app<\/span><span class=\"s2\">.ip\"<\/span><span class=\"o\">]=<\/span><span class=\"s2\">\"<\/span><span class=\"nv\">$app<\/span><span class=\"s2\">.ip ='*'\"<\/span><span class=\"o\">)<\/span>\r\narr+<span class=\"o\">=([<\/span><span class=\"s2\">\"<\/span><span class=\"nv\">$app<\/span><span class=\"s2\">.port\"<\/span><span class=\"o\">]=<\/span><span class=\"s2\">\"<\/span><span class=\"nv\">$app<\/span><span class=\"s2\">.port = 8888\"<\/span><span class=\"o\">)<\/span>\r\narr+<span class=\"o\">=([<\/span><span class=\"s2\">\"<\/span><span class=\"nv\">$app<\/span><span class=\"s2\">.enable_mathjax\"<\/span><span class=\"o\">]=<\/span><span class=\"s2\">\"<\/span><span class=\"nv\">$app<\/span><span class=\"s2\">.enable_mathjax = True\"<\/span><span class=\"o\">)<\/span>\r\narr+<span class=\"o\">=([<\/span><span class=\"s2\">\"<\/span><span class=\"nv\">$app<\/span><span class=\"s2\">.notebook_dir\"<\/span><span class=\"o\">]=<\/span><span class=\"s2\">\"<\/span><span class=\"nv\">$app<\/span><span class=\"s2\">.notebook_dir = '\/home\/<\/span><span class=\"si\">$(<\/span><span class=\"nb\">logname<\/span><span class=\"si\">)<\/span><span class=\"s2\">\/notebooks'\"<\/span><span class=\"o\">)<\/span>\r\n<span class=\"c\">#arr+=([\"$app.password\"]=\"$app.password =\\<\/span>\r\n<span class=\"c\">#'sha1:81f7fe53c0e5:0c1ddb2ff6bb83d83639c29e4cf6b4cb30ff7617'\")<\/span>\r\n\r\n<span class=\"c\"># apply changes to jupyter_notebook_config.py<\/span>\r\n\r\n<span class=\"c\"># change or append<\/span>\r\n<span class=\"k\">for <\/span>key <span class=\"k\">in<\/span> <span class=\"k\">${<\/span><span class=\"p\">!arr[@]<\/span><span class=\"k\">}<\/span><span class=\"p\">;<\/span><span class=\"k\">do\r\n    if <\/span><span class=\"nb\">grep<\/span> <span class=\"nt\">-qF<\/span> <span class=\"nv\">$key<\/span> <span class=\"k\">${<\/span><span class=\"nv\">target<\/span><span class=\"k\">}<\/span><span class=\"p\">;<\/span> <span class=\"k\">then<\/span>\r\n        <span class=\"c\"># key found -&gt; replace line<\/span>\r\n        <span class=\"nb\">sed<\/span> <span class=\"nt\">-i<\/span> <span class=\"s2\">\"\/<\/span><span class=\"k\">${<\/span><span class=\"nv\">key<\/span><span class=\"k\">}<\/span><span class=\"s2\">\/c <\/span><span class=\"k\">${<\/span><span class=\"nv\">arr<\/span><span class=\"p\">[<\/span><span class=\"k\">${<\/span><span class=\"nv\">key<\/span><span class=\"k\">}<\/span><span class=\"p\">]<\/span><span class=\"k\">}<\/span><span class=\"s2\">\"<\/span> <span class=\"nv\">$target<\/span>\r\n    <span class=\"k\">else<\/span>\r\n        <span class=\"c\"># key not found -&gt; append line<\/span>\r\n        <span class=\"nb\">echo<\/span> <span class=\"s2\">\"<\/span><span class=\"k\">${<\/span><span class=\"nv\">arr<\/span><span class=\"p\">[<\/span><span class=\"k\">${<\/span><span class=\"nv\">key<\/span><span class=\"k\">}<\/span><span class=\"p\">]<\/span><span class=\"k\">}<\/span><span class=\"s2\">\"<\/span> <span class=\"o\">&gt;&gt;<\/span> <span class=\"nv\">$target<\/span>\r\n    <span class=\"k\">fi\r\ndone<\/span>\r\n<\/code><\/pre>\n<p>\u7d9a\u3044\u3066\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u8a2d\u5b9a\u3059\u308b\uff0e\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u8a2d\u5b9a\u3057\u306a\u3044\u3068\uff0c\u6bce\u56de\u30e9\u30f3\u30c0\u30e0\u306b\u6c7a\u307e\u308b\u30c8\u30fc\u30af\u30f3\u3092\u5165\u529b\u3059\u308b\u3088\u3046\u306b\u4fc3\u3055\u308c\u308b\u306e\u3067\u304b\u3048\u3063\u3066\u9762\u5012\uff0e<\/p>\n<pre class=\"post-pre\"><code>$ jupyter notebook password\r\nEnter password:\r\nVerify password:\r\n[NotebookPasswordApp] Wrote hashed password to \/home\/pi\/.jupyter\/jupyter_notebook_config.json\r\n<\/code><\/pre>\n<h2>\u81ea\u52d5\u8d77\u52d5<\/h2>\n<p>Jupyter\u304c\u81ea\u52d5\u8d77\u52d5\u3059\u308b\u3088\u3046\u306b\u8a2d\u5b9a\uff08\u53c2\u8003\u306b\u3057\u305f\u30b5\u30a4\u30c8\uff1ahttps:\/\/qiita.com\/mt08\/items\/edb9bcaeaa416d3e5319 \uff09\uff0e<\/p>\n<pre class=\"post-pre\"><code>[Unit]\r\nDescription=Jupyter notebook\r\n\r\n[Service]\r\nType=simple\r\nPIDFile=\/var\/run\/jupyter-notebook.pid\r\nExecStart=\/usr\/local\/bin\/jupyter notebook\r\nUser=pi\r\nGroup=pi\r\nWorkingDirectory=\/home\/pi\/notebooks\r\nRestart=always\r\nRestartSec=10\r\n\r\n[Install]\r\nWantedBy=multi-user.target\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>sudo systemctl start jupyter\r\nsudo systemctl enable jupyter\r\nsudo systemctl status jupyter\r\n<\/code><\/pre>\n<h2>\u63a5\u7d9a\u30c6\u30b9\u30c8<\/h2>\n<p>\u3053\u3053\u307e\u3067\u3067web\u30d6\u30e9\u30a6\u30b6\u304b\u3089 http:\/\/raspberrypi.local:8888\/ \u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\uff0c\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5165\u529b\u3059\u308b\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u308b\u306f\u305a\u3067\u3042\u308b\uff0e\u63a5\u7d9a\u3067\u304d\u306a\u3044\u5834\u5408\uff0cweb\u30d6\u30e9\u30a6\u30b6\u306e\u30d7\u30ed\u30ad\u30b7\u8a2d\u5b9a\u3082\u78ba\u8a8d\u3059\u308b\u3053\u3068\uff0e<\/p>\n<h1>OpenCV<\/h1>\n<p>\u3053\u3053\u3092\u53c2\u8003\u306b\u30bd\u30fc\u30b9\u304b\u3089\u30d3\u30eb\u30c9\u3059\u308b\uff08\u3060\u3044\u305f\u3044\u30b3\u30f3\u30d1\u30a4\u30eb\u306b\u7d04\uff12\u6642\u9593\u304b\u304b\u308b\uff0eMicroSD\u306e\u30b9\u30d4\u30fc\u30c9\u6b21\u7b2c\uff1f\uff09\uff0e\u305f\u3060\u3057gcc-6\u306e\u5834\u5408\u306f\u30a8\u30e9\u30fc\u304c\u51fa\u308b\u306e\u3067\uff0c\u9014\u4e2d\u3067cmake\/OpenCVPCHSupport.cmake\u306b<\/p>\n<pre class=\"post-pre\"><code>-    SET(_PCH_isystem_prefix \"-isystem\")\r\n+    SET(_PCH_isystem_prefix \"-I\")\r\n<\/code><\/pre>\n<p>\u3092\u5165\u308c\u308b\u70b9\u306b\u6ce8\u610f\uff08\u53c2\u8003\uff1aOpenCV Issue #6517, OpenLightingProject Issue #1125\uff09\uff0e<\/p>\n<pre class=\"post-pre\"><code><span class=\"nb\">sudo <\/span>apt-get <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> build-essential cmake pkg-config\r\n<span class=\"nb\">sudo <\/span>apt-get <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> libjpeg-dev libtiff5-dev libjasper-dev libpng-dev\r\n<span class=\"nb\">sudo <\/span>apt-get <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> libatlas-base-dev gfortran libeigen3-dev\r\n<span class=\"nb\">sudo <\/span>apt-get <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> libgtk2.0-dev\r\n<span class=\"nb\">sudo <\/span>apt-get <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> libavcodec-dev libavformat-dev libswscale-dev libv4l-dev libxvidcore-dev libx264-dev\r\nwget <span class=\"nt\">-O<\/span> - http:\/\/github.com\/opencv\/opencv\/archive\/3.4.0.zip <span class=\"o\">&gt;<\/span> opencv.zip\r\nunzip opencv.zip\r\n<span class=\"nb\">cd<\/span> ~\/opencv-3.4.0\/\r\n\r\n<span class=\"nb\">cat<\/span><span class=\"o\">&lt;&lt;<\/span><span class=\"no\">EOD<\/span><span class=\"sh\"> | patch -p1\r\n--- opencv-3.4.0.orig\/cmake\/OpenCVPCHSupport.cmake   2017-12-31 15:29:51.550167481 +0000\r\n+++ opencv-3.4.0\/cmake\/OpenCVPCHSupport.cmake        2017-12-31 15:30:00.500101155 +0000\r\n@@ -24,7 +24,7 @@\r\n     ENDIF()\r\n\r\n     SET(_PCH_include_prefix \"-I\")\r\n-    SET(_PCH_isystem_prefix \"-isystem\")\r\n+    SET(_PCH_isystem_prefix \"-I\")\r\n     SET(_PCH_define_prefix \"-D\")\r\n\r\n ELSEIF(CMAKE_GENERATOR MATCHES \"^Visual.*<\/span><span class=\"nv\">$\"<\/span><span class=\"sh\">)\r\n<\/span><span class=\"no\">EOD\r\n\r\n<\/span><span class=\"nb\">mkdir <\/span>build\r\n<span class=\"nb\">cd <\/span>build\r\ncmake <span class=\"nt\">-D<\/span> <span class=\"nv\">CMAKE_BUILD_TYPE<\/span><span class=\"o\">=<\/span>RELEASE <span class=\"se\">\\<\/span>\r\n<span class=\"nt\">-D<\/span> <span class=\"nv\">CMAKE_INSTALL_PREFIX<\/span><span class=\"o\">=<\/span>\/usr\/local <span class=\"se\">\\<\/span>\r\n<span class=\"nt\">-D<\/span> <span class=\"nv\">INSTALL_PYTHON_EXAMPLES<\/span><span class=\"o\">=<\/span>ON <span class=\"se\">\\<\/span>\r\n<span class=\"nt\">-D<\/span> <span class=\"nv\">BUILD_EXAMPLES<\/span><span class=\"o\">=<\/span>ON ..\r\nmake <span class=\"nt\">-j4<\/span>\r\n<span class=\"nb\">sudo <\/span>make <span class=\"nb\">install\r\nsudo <\/span>ldconfig\r\n<\/code><\/pre>\n<h1>\u305d\u306e\u307b\u304b\u306e\u30d1\u30c3\u30b1\u30fc\u30b8<\/h1>\n<pre class=\"post-pre\"><code>$ sudo pip3 install matplotlib scipy pandas scikit-learn scikit-image plotly\r\n<\/code><\/pre>\n<p>pandas\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306b\u306f\u305d\u308c\u306a\u308a\u306e\u6642\u9593\u304c\u304b\u304b\u308b\uff08\uff11\u6642\u9593\u304f\u3089\u3044\uff09\uff0e<\/p>\n<h1>\u52d5\u4f5c\u78ba\u8a8d<\/h1>\n<p>web\u30d6\u30e9\u30a6\u30b6\u3067 http:\/\/raspberrypi.local:8888\/ \u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\uff0c\u65b0\u3057\u3044notebook\u3092\u4f5c\u308b\uff0e\u4ee5\u4e0b\u3092\u5b9f\u884c\u3067\u304d\u308c\u3070OK\uff0e<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">numpy<\/span> <span class=\"k\">as<\/span> <span class=\"n\">np<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">cv2<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">matplotlib.pyplot<\/span> <span class=\"k\">as<\/span> <span class=\"n\">plt<\/span>\r\n\r\n<span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">cv2<\/span><span class=\"p\">.<\/span><span class=\"n\">__version__<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<h1>\u4fdd\u5b58<\/h1>\n<p>\u3053\u306e\u6642\u70b9\u3067\u306eMicroSD\u3092\u30a4\u30e1\u30fc\u30b8\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3066\u304a\u304f\u3068\uff0c\u540c\u3058\u3053\u3068\u3092\u4ed6\u306eRPi\u3067\u884c\u3044\u305f\u3044\u3068\u304d\u306b\u4fbf\u5229\u304b\u3082\u3057\u308c\u306a\u3044\uff0eWin32 Disk Imager\u3092\u4f7f\u3046\u5834\u5408\uff0cMicroSD\u306b\uff12\u3064\u306e\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u304c\u3042\u308b\u306e\u3067\u3069\u3061\u3089\u306e\u30c9\u30e9\u30a4\u30d6\u3092\u9078\u629e\u3059\u308c\u3070\u2026\u3068\u8ff7\u3046\u304c\uff0c\u3069\u3061\u3089\u3067\u3082\u3088\u3044\uff0eRead Only Allocated Partitions\u306b\u306f\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u308b\u3053\u3068\uff08\u305d\u3046\u3057\u306a\u3044\u3068\u5fae\u5999\u306b\u30b5\u30a4\u30ba\u304c\u7570\u306a\u308bMicroSD\u306b\u66f8\u304d\u8fbc\u3081\u306a\u304f\u306a\u308b\u3068\u3044\u3046\u304b\uff0c\u305d\u3046\u3044\u3046\u3053\u3068\u304c\u7121\u3044\u3088\u3046\u306b\u6700\u521d\u304b\u3089\u3084\u3084\u5c0f\u3055\u3081\u306e\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u3092\u4f5c\u3063\u3066\u304a\u304f\u3079\u304d\u3060\u3057\uff0c\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3059\u308b\u3068\u304d\u3082\u305d\u308c\u3092\u53cd\u6620\u3055\u305b\u306a\u3055\u3044\uff0c\u3068\u3044\u3046\u3053\u3068\u304b\uff1f\uff09\uff0e<\/p>\n<ul class=\"post-ul\">\u53c2\u8003\uff1ahttp:\/\/www.raspberry-projects.com\/pi\/pi-operating-systems\/win32diskimager<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u6a19\u8a2d\u5b9a Headless\u306aRaspberry Pi3 Model B\u3092\u60f3\u5b9a\u3057\uff0c\u4ee5\u4e0b\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3059\uff0e  [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46445","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\/46445-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u76ee\u6a19\u8a2d\u5b9a Headless\u306aRaspberry Pi3 Model B\u3092\u60f3\u5b9a\u3057\uff0c\u4ee5\u4e0b\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3059\uff0e [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46445-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-06-30T07:24:33+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T19:58:10+00:00\" \/>\n<meta name=\"author\" content=\"\u9038, \u79d1\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u9038, \u79d1\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 \u5206\" \/>\n<script type=\"application\/ld+json\" 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