{"id":130155,"date":"2024-03-25T13:42:51","date_gmt":"2024-03-25T04:42:51","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/python%e3%81%a7%e9%80%8f%e3%81%8b%e3%81%97%e3%82%92%e5%89%8a%e9%99%a4%e3%81%99%e3%82%8b%e3%82%b3%e3%83%bc%e3%83%89%e3%81%ae%e6%9b%b8%e3%81%8d%e6%96%b9\/"},"modified":"2024-04-04T23:00:21","modified_gmt":"2024-04-04T14:00:21","slug":"python%e3%81%a7%e9%80%8f%e3%81%8b%e3%81%97%e3%82%92%e5%89%8a%e9%99%a4%e3%81%99%e3%82%8b%e3%82%b3%e3%83%bc%e3%83%89%e3%81%ae%e6%9b%b8%e3%81%8d%e6%96%b9","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/python%e3%81%a7%e9%80%8f%e3%81%8b%e3%81%97%e3%82%92%e5%89%8a%e9%99%a4%e3%81%99%e3%82%8b%e3%82%b3%e3%83%bc%e3%83%89%e3%81%ae%e6%9b%b8%e3%81%8d%e6%96%b9\/","title":{"rendered":"Python\u3067\u900f\u304b\u3057\u3092\u524a\u9664\u3059\u308b\u30b3\u30fc\u30c9\u306e\u66f8\u304d\u65b9"},"content":{"rendered":"<p>\u900f\u304b\u3057\u306e\u9664\u53bb\u65b9\u6cd5\u306f\u3001\u900f\u304b\u3057\u304c\u753b\u50cf\u306b\u8ffd\u52a0\u3055\u308c\u305f\u65b9\u6cd5\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u3067\u306f\u3001OpenCV\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u753b\u50cf\u51e6\u7406\u6280\u8853\u3092\u4f7f\u7528\u3057\u3066\u5358\u7d14\u306a\u30c6\u30ad\u30b9\u30c8\u900f\u304b\u3057\u3092\u9664\u53bb\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">import<\/span> cv2\r\n<span class=\"hljs-keyword\">import<\/span> numpy <span class=\"hljs-keyword\">as<\/span> np\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">remove_watermark<\/span>(<span class=\"hljs-params\">image_path, watermark_path<\/span>):\r\n<span class=\"hljs-comment\"># \u8bfb\u53d6\u539f\u59cb\u56fe\u50cf\u548c\u6c34\u5370\u56fe\u50cf<\/span>\r\nimage = cv2.imread(image_path)\r\nwatermark = cv2.imread(watermark_path)\r\n<span class=\"hljs-comment\"># \u786e\u4fdd\u56fe\u50cf\u548c\u6c34\u5370\u5b58\u5728<\/span>\r\n<span class=\"hljs-keyword\">if<\/span> image <span class=\"hljs-keyword\">is<\/span> <span class=\"hljs-literal\">None<\/span> <span class=\"hljs-keyword\">or<\/span> watermark <span class=\"hljs-keyword\">is<\/span> <span class=\"hljs-literal\">None<\/span>:\r\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"\u65e0\u6cd5\u8bfb\u53d6\u56fe\u50cf\u6216\u6c34\u5370\u56fe\u50cf\"<\/span>)\r\n<span class=\"hljs-keyword\">return<\/span>\r\n<span class=\"hljs-comment\"># \u83b7\u53d6\u56fe\u50cf\u548c\u6c34\u5370\u7684\u5c3a\u5bf8<\/span>\r\nimage_height, image_width = image.shape[:<span class=\"hljs-number\">2<\/span>]\r\nwatermark_height, watermark_width = watermark.shape[:<span class=\"hljs-number\">2<\/span>]\r\n<span class=\"hljs-comment\"># \u786e\u4fdd\u6c34\u5370\u56fe\u50cf\u5c0f\u4e8e\u539f\u59cb\u56fe\u50cf<\/span>\r\n<span class=\"hljs-keyword\">if<\/span> watermark_height &gt; image_height <span class=\"hljs-keyword\">or<\/span> watermark_width &gt; image_width:\r\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"\u6c34\u5370\u56fe\u50cf\u5927\u4e8e\u539f\u59cb\u56fe\u50cf\"<\/span>)\r\n<span class=\"hljs-keyword\">return<\/span>\r\n<span class=\"hljs-comment\"># \u63d0\u53d6ROI\uff08\u611f\u5174\u8da3\u533a\u57df\uff09\uff1a\u9009\u62e9\u56fe\u50cf\u7684\u53f3\u4e0b\u89d2\u4f5c\u4e3aROI<\/span>\r\nroi = image[-watermark_height:, -watermark_width:]\r\n<span class=\"hljs-comment\"># \u521b\u5efa\u4e00\u4e2a\u8499\u7248\uff0c\u5c06ROI\u4e2d\u6c34\u5370\u7684\u4f4d\u7f6e\u8bbe\u7f6e\u4e3a255\uff08\u767d\u8272\uff09\uff0c\u5176\u4ed6\u4f4d\u7f6e\u8bbe\u7f6e\u4e3a0\uff08\u9ed1\u8272\uff09<\/span>\r\nmask = cv2.cvtColor(watermark, cv2.COLOR_BGR2GRAY)\r\nret, mask = cv2.threshold(mask, <span class=\"hljs-number\">10<\/span>, <span class=\"hljs-number\">255<\/span>, cv2.THRESH_BINARY)\r\n<span class=\"hljs-comment\"># \u5c06\u8499\u7248\u5e94\u7528\u4e8eROI\u4ee5\u53bb\u9664\u6c34\u5370<\/span>\r\nroi = cv2.bitwise_and(roi, roi, mask=cv2.bitwise_not(mask))\r\n<span class=\"hljs-comment\"># \u5c06\u5904\u7406\u540e\u7684ROI\u653e\u56de\u539f\u59cb\u56fe\u50cf\u4e2d<\/span>\r\nimage[-watermark_height:, -watermark_width:] = roi\r\n<span class=\"hljs-comment\"># \u4fdd\u5b58\u53bb\u9664\u6c34\u5370\u540e\u7684\u56fe\u50cf<\/span>\r\noutput_path = <span class=\"hljs-string\">\"output.jpg\"<\/span>\r\ncv2.imwrite(output_path, image)\r\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"\u53bb\u9664\u6c34\u5370\u6210\u529f\uff0c\u4fdd\u5b58\u4e3a\uff1a\"<\/span>, output_path)\r\n<span class=\"hljs-comment\"># \u4f7f\u7528\u793a\u4f8b<\/span>\r\nremove_watermark(<span class=\"hljs-string\">\"image.jpg\"<\/span>, <span class=\"hljs-string\">\"watermark.jpg\"<\/span>)\r\n<\/code><\/pre>\n<p>\u306a\u304a\u3001\u672c\u624b\u6cd5\u306f\u3042\u304f\u307e\u3067\u7c21\u5358\u306a\u30c6\u30ad\u30b9\u30c8\u900f\u304b\u3057\u5bfe\u7b56\u6cd5\u3067\u3042\u308a\u3001\u8907\u96d1\u306a\u900f\u304b\u3057\u306b\u7528\u3044\u3089\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3088\u308a\u8907\u96d1\u306a\u753b\u50cf\u51e6\u7406\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5fc5\u8981\u3068\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u900f\u304b\u3057\u306e\u9664\u53bb\u306f\u8457\u4f5c\u6a29\u4fb5\u5bb3\u884c\u70ba\u7b49\u306b\u62b5\u89e6\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u304a\u5b88\u308a\u3044\u305f\u3060\u304d\u307e\u3059\u3088\u3046\u304a\u9858\u3044\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u900f\u304b\u3057\u306e\u9664\u53bb\u65b9\u6cd5\u306f\u3001\u900f\u304b\u3057\u304c\u753b\u50cf\u306b\u8ffd\u52a0\u3055\u308c\u305f\u65b9\u6cd5\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u3067\u306f\u3001OpenCV\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u753b\u50cf\u51e6\u7406\u6280\u8853\u3092\u4f7f\u7528\u3057\u3066\u5358\u7d14\u306a\u30c6\u30ad\u30b9\u30c8\u900f\u304b\u3057\u3092\u9664\u53bb\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 import cv2 import numpy [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-130155","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>Python\u3067\u900f\u304b\u3057\u3092\u524a\u9664\u3059\u308b\u30b3\u30fc\u30c9\u306e\u66f8\u304d\u65b9 - 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\/ja\/blog\/python\u3067\u900f\u304b\u3057\u3092\u524a\u9664\u3059\u308b\u30b3\u30fc\u30c9\u306e\u66f8\u304d\u65b9\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" 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