{"id":7103,"date":"2026-08-01T19:44:26","date_gmt":"2026-08-01T10:44:26","guid":{"rendered":"https:\/\/taitan916.info\/blog\/?p=7103"},"modified":"2026-08-04T20:25:29","modified_gmt":"2026-08-04T11:25:29","slug":"post-7103","status":"publish","type":"post","link":"https:\/\/taitan916.info\/blog\/archives\/7103","title":{"rendered":"Python3.9\u7cfb&#038;Tesseract\u3092\u7528\u3044\u3066\u753b\u50cf\u3092OCR\u51e6\u7406\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p>\u4ee5\u524d\u306b<a href=\"https:\/\/taitan916.info\/blog\/archives\/4589\" target=\"_blank\" rel=\"noopener\">GAS\u3068Drive API\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u753b\u50cf\u3092OCR\u51e6\u7406\u3059\u308b\u65b9\u6cd5<\/a>\u3092\u30e1\u30e2\u3057\u305f\u304c\u3001\u3053\u308c\u3092\u81ea\u524d\u306e\u30b5\u30fc\u30d0\u304b\u3064\u5916\u90e8API\u306f\u4f7f\u7528\u305b\u305a\u306b\u5b9f\u88c5\u3057\u305f\u3044\u3002\u307e\u305f\u3001\u3042\u308b\u7a0b\u5ea6\u306eOCR\u51e6\u7406\u7cbe\u5ea6\u3082\u4fdd\u3061\u305f\u3044\u3002\u8abf\u3079\u305f\u3068\u3053\u308dPHP\u3067\u306f\u53b3\u3057\u305d\u3046\u3060\u304cPython\u3060\u3068\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u8c4a\u5bcc\u3067\u5bfe\u5fdc\u3067\u304d\u305d\u3046\u3002\u4eca\u56de\u306fTesseract\u3092\u7528\u3044\u305f\u5bfe\u5fdc\u65b9\u6cd5\u3092\u30e1\u30e2\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u74b0\u5883\u306b\u3064\u3044\u3066<\/h2>\n<p>\u30c6\u30b9\u30c8\u3057\u305f\u74b0\u5883\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002<\/p>\n<ul>\n<li>AlmaLinux8.6<\/li>\n<li>Python 3.9.25<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u3084\u308a\u305f\u3044\u3053\u3068<\/h2>\n<p>\u4ee5\u524d\u3082\u8a66\u3057\u305f\u4ee5\u4e0b\u306e\u753b\u50cf\u3092OCR\u51e6\u7406\u3057\u3001\u753b\u50cf\u5185\u306e\u6587\u8a00\u3092\u53d6\u5f97\u3057\u305f\u3044\u3002<\/p>\n<p><a href=\"https:\/\/taitan916.info\/blog\/wp-content\/uploads\/2024\/02\/001-5.jpg\" data-rel=\"lightbox-image-0\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-4590\" src=\"https:\/\/taitan916.info\/blog\/wp-content\/uploads\/2024\/02\/001-5-300x119.jpg\" alt=\"\" width=\"300\" height=\"119\" srcset=\"https:\/\/taitan916.info\/blog\/wp-content\/uploads\/2024\/02\/001-5-300x119.jpg 300w, https:\/\/taitan916.info\/blog\/wp-content\/uploads\/2024\/02\/001-5.jpg 625w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>\u5bfe\u5fdc\u65b9\u6cd5<\/h2>\n<h3>Tesseract\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n<p>\u30b5\u30fc\u30d0\u306bSSH\u63a5\u7d9a\u3057\u4ee5\u4e0b\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\">#EPAL\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\ndnf install -y epel-release\r\n\r\n#\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u4f5c\u6210\r\ndnf makecache\r\n\r\n#Tesseract\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u691c\u7d22\r\ndnf search tesseract-langpack\r\n\r\n#Tesseract\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\ndnf install -y tesseract-langpack-jpn\r\n\r\n#Python\u7528\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\npython3.9 -m pip install pytesseract<\/pre>\n<h3>cv2(OpenCV)\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n<p>\u753b\u50cf\u51e6\u7406\u7528\u306bcv2(OpenCV)\u3068\u3044\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u3082\u5fc5\u8981\u306b\u306a\u308b\u305f\u3081\u4ee5\u4e0b\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\">#libGL\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\ndnf install -y mesa-libGL\r\n\r\n#opencv-python\u306e\u8efd\u91cf\u7248\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\npython3.9 -m pip install opencv-python-headless\r\n\r\n#\u8efd\u91cf\u7248\u3058\u3083\u306a\u3044\u65b9\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5834\u5408\u306f\u4ee5\u4e0b\r\npython3.9 -m pip install opencv-python<\/pre>\n<h3>OCR\u51e6\u7406\u7528\u30d5\u30a1\u30a4\u30eb(ocr.py)<\/h3>\n<p>\u4ee5\u4e0b\u5185\u5bb9\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u9069\u5f53\u306a\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\">import pytesseract\r\nimport cv2\r\n\r\n#\u753b\u50cf\u306e\u8aad\u307f\u8fbc\u307f\r\nimg = cv2.imread(\"test.jpg\")\r\n\r\n#\u5c0f\u3055\u3044\u6587\u5b57\u5bfe\u7b56\u306e\u305f\u3081\u753b\u50cf\u306e\u62e1\u5927\r\nimg = cv2.resize(img, None, fx=2.0, fy=2.0, interpolation=cv2.INTER_LINEAR)\r\n\r\n#\u524d\u51e6\u7406\u3068\u3057\u3066\u30b0\u30ec\u30fc\u30b9\u30b1\u30fc\u30eb\u5316\r\ngray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\r\n\r\n#\u30ce\u30a4\u30ba\u306e\u9664\u53bb\r\ngray = cv2.GaussianBlur(gray, (3, 3), 0)\r\n\r\n#\u4e8c\u5024\u5316\uff08OCR\u7cbe\u5ea6UP\uff09\r\n_, thresh = cv2.threshold(gray, 180, 255, cv2.THRESH_BINARY)\r\n\r\n#OCR\u306e\u5b9f\u884c\r\ntext = pytesseract.image_to_string(thresh, lang=\"jpn\")\r\n\r\n#\u51fa\u529b\r\nprint(text)<\/pre>\n<h3>\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5b9f\u884c<\/h3>\n<p>\u30b5\u30fc\u30d0\u306bSSH\u63a5\u7d9a\u3057\u3066\u4ee5\u4e0b\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\">python3 ocr.py<\/pre>\n<h4>\u5b9f\u884c\u7d50\u679c<\/h4>\n<p>\u79c1\u306e\u74b0\u5883\u3060\u3068\u4ee5\u4e0b\u304c\u51fa\u529b\u3055\u308c\u305f\u3002<\/p>\n<blockquote><p>GAS\u3068AdSense Management API\u3092\u4f7f\u3063\u3066\u524d\u65e5<br \/>\n\u5206\u306e\u58f2\u308a\u4e0a\u3052\u3092\u30e1\u30fc\u30eb\u901a\u77e5\u3059\u308b\u65b9\u6cd5<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>Google\u30a2\u30c9\u30bb\u30f3\u30b9\u306e\u58f2\u308a\u4e0a\u3052\u3092\u30c1\u30a7\u30c3\u30af\u3059\u308b\u969b\u3001\u3044\u3064\u3082\u306f\u30a2\u30c9\u30bb\u30f3\u30b9\u306e\u83c5<br \/>\n\u7406\u753b\u9762\u306b\u898b\u306b\u884c\u3063\u3066\u3044\u305f\u3002 \u3053\u308c\u304c\u9762\u5012\u81ed\u3044\u306e\u3067Google Apps Script\u3068<br \/>\nAdSense Management API\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u6628\u65e5\u5206\u306eGoogle\u30a2\u30c9\u30bb\u30f3\u30b9\u306e\u58f2<br \/>\n\u308a\u4e0a\u3052\u3092\u30e1\u30fc\u30eb\u3067\u53d7\u3051\u53d6\u308a\u305f\u3044\u3002 \u4ee5\u4e0b\u306b\u5b9f\u88c5\u65b9\u6cd5\u3092\u30e1\u30e2\u3002<\/p><\/blockquote>\n<p>\u767b\u9332\u65e5\u6642\u3001\u66f4\u65b0\u65e5\u6642\u3001\u30bf\u30b0\u90e8\u5206\u306f\u8aad\u307f\u53d6\u308c\u306a\u304b\u3063\u305f\u306e\u304b\u7a7a\u767d(\u6539\u884c)\u3068\u306a\u3063\u305f\u3002\u3053\u306e\u8fba\u308a\u306f\u753b\u50cf\u62e1\u5927\u7b49\u3001\u8272\u3005\u8a66\u3057\u305f\u304c\u3069\u3046\u306b\u3082\u3067\u304d\u305a\u3002<\/p>\n<p>\u305f\u3060\u3001\u305d\u308c\u4ee5\u5916\u306e\u90e8\u5206\u306f\u6b63\u5e38\u306bOCR\u51e6\u7406\u3067\u304d\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u53d7\u3051\u3089\u308c\u308b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u305d\u306e\u4ed6<\/h2>\n<h3>EasyOCR\u306b\u3064\u3044\u3066<\/h3>\n<p><a href=\"https:\/\/www.jaided.ai\/easyocr\/\" target=\"_blank\" rel=\"noopener\">EasyOCR<\/a>\u3068\u3044\u3046\u4ed6\u306eOCR\u30e9\u30a4\u30d6\u30e9\u30ea\u3082\u8a66\u3057\u3066\u307f\u305f\u304c\u3001\u4eca\u56de\u4f7f\u7528\u3057\u305f\u753b\u50cf\u306e\u5834\u5408\u306fTesseract\u306e\u65b9\u304c\u5727\u5012\u7684\u306b\u7cbe\u5ea6\u304c\u9ad8\u304b\u3063\u305f\u3002<\/p>\n<p>\u307e\u305f\u3001Tesseract\u306e\u65b9\u304c\u51e6\u7406\u901f\u5ea6\u304c\u5727\u5012\u7684\u306b\u901f\u304b\u3063\u305f\u3002<\/p>\n<h3>\u4ed6\u306b\u8a66\u3057\u305f\u3044\u3053\u3068<\/h3>\n<p>\u4ee5\u4e0b\u3042\u305f\u308a\u3082\u4eca\u5f8c\u8a66\u3057\u3066\u307f\u305f\u3044\u3002<\/p>\n<ul>\n<li>\u8eab\u5206\u8a3c\u753b\u50cf\u304b\u3089\u6c0f\u540d\u90e8\u5206\u3092OCR\u51e6\u7406\u3059\u308b\u7b49\u3001\u753b\u50cf\u306e\u6307\u5b9a\u3057\u305f\u90e8\u5206\u306e\u6587\u8a00\u3092\u53d6\u5f97<\/li>\n<li>PDF\u306eOCR\u51e6\u7406<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u6240\u611f<\/h2>\n<p>\u5404\u7a2e\u74b0\u5883\u69cb\u7bc9\u306f\u9762\u5012\u304f\u3055\u3044\u3082\u306e\u306e\u81ea\u524d\u306e\u30b5\u30fc\u30d0\u304b\u3064\u7121\u6599\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u306e\u306f\u3042\u308a\u304c\u305f\u3044\u3002\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u696d\u52d9\u3067\u3082\u4f7f\u3063\u3066\u3044\u3051\u305d\u3046\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4ee5\u524d\u306bGAS\u3068Drive API\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u753b\u50cf\u3092OCR\u51e6\u7406\u3059\u308b\u65b9\u6cd5\u3092\u30e1\u30e2\u3057\u305f ... <\/p>\n","protected":false},"author":1,"featured_media":7094,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[113],"tags":[91],"class_list":["post-7103","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python","tag-image"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u4ee5\u524d\u306bGAS\u3068Drive API\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u753b\u50cf\u3092OCR\u51e6\u7406\u3059\u308b\u65b9\u6cd5\u3092\u30e1\u30e2\u3057\u305f\u304c\u3001\u3053\u308c\u3092\u81ea\u524d\u306e\u30b5\u30fc\u30d0\u304b\u3064\u5916\u90e8API\u306f\u4f7f\u7528\u305b\u305a\u306b\u5b9f\u88c5\u3057\u305f\u3044\u3002\u307e\u305f\u3001\u3042\u308b\u7a0b\u5ea6\u306eOCR\u51e6\u7406\u7cbe\u5ea6\u3082\u4fdd\u3061\u305f\u3044\u3002\u8abf\u3079\u305f\u3068\u3053\u308dPHP\u3067\u306f\u53b3\u3057\u305d\u3046\u3060\u304cPython\u3060\u3068\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u8c4a\u5bcc\u3067\u5bfe\u5fdc\u3067\u304d\u305d\u3046\u3002\u4eca\u56de\u306fTesseract\u3092\u7528\u3044\u305f\u5bfe\u5fdc\u65b9\u6cd5\u3092\u30e1\u30e2\u3002\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"taitan\"\/>\n\t<meta name=\"keywords\" content=\"\u753b\u50cf\u95a2\u9023\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/taitan916.info\/blog\/archives\/7103\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"ja_JP\" \/>\n\t\t<meta property=\"og:site_name\" content=\"\u52c9\u5f37\u3057\u305f\u3053\u3068\u306e\u30e1\u30e2\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Python3.9\u7cfb&amp;Tesseract\u3092\u7528\u3044\u3066\u753b\u50cf\u3092OCR\u51e6\u7406\u3059\u308b\u65b9\u6cd5 | \u52c9\u5f37\u3057\u305f\u3053\u3068\u306e\u30e1\u30e2\" \/>\n\t\t<meta property=\"og:description\" content=\"\u4ee5\u524d\u306bGAS\u3068Drive API\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u753b\u50cf\u3092OCR\u51e6\u7406\u3059\u308b\u65b9\u6cd5\u3092\u30e1\u30e2\u3057\u305f\u304c\u3001\u3053\u308c\u3092\u81ea\u524d\u306e\u30b5\u30fc\u30d0\u304b\u3064\u5916\u90e8API\u306f\u4f7f\u7528\u305b\u305a\u306b\u5b9f\u88c5\u3057\u305f\u3044\u3002\u307e\u305f\u3001\u3042\u308b\u7a0b\u5ea6\u306eOCR\u51e6\u7406\u7cbe\u5ea6\u3082\u4fdd\u3061\u305f\u3044\u3002\u8abf\u3079\u305f\u3068\u3053\u308dPHP\u3067\u306f\u53b3\u3057\u305d\u3046\u3060\u304cPython\u3060\u3068\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u8c4a\u5bcc\u3067\u5bfe\u5fdc\u3067\u304d\u305d\u3046\u3002\u4eca\u56de\u306fTesseract\u3092\u7528\u3044\u305f\u5bfe\u5fdc\u65b9\u6cd5\u3092\u30e1\u30e2\u3002\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/taitan916.info\/blog\/archives\/7103\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/taitan916.info\/blog\/wp-content\/uploads\/2026\/08\/Python.png\" \/>\n\t\t<meta property=\"og:image:secure_url\" 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