{"id":534,"date":"2020-08-26T22:30:00","date_gmt":"2020-08-26T13:30:00","guid":{"rendered":"https:\/\/slotnews777.com\/?p=534"},"modified":"2020-08-26T22:30:00","modified_gmt":"2020-08-26T13:30:00","slug":"%e3%82%b9%e3%83%a9%e3%83%b3%e3%83%97%e3%82%b0%e3%83%a9%e3%83%95%e3%81%8b%e3%82%89%e5%b7%ae%e6%9e%9a%e6%95%b0%e3%82%92%e8%87%aa%e5%8b%95%e7%ae%97%e5%87%ba%e3%81%99%e3%82%8b%e3%83%84%e3%83%bc%e3%83%ab","status":"publish","type":"post","link":"https:\/\/slotnews777.com\/?p=534","title":{"rendered":"\u30b9\u30e9\u30f3\u30d7\u30b0\u30e9\u30d5\u304b\u3089\u5dee\u679a\u6570\u3092\u81ea\u52d5\u7b97\u51fa\u3059\u308b\u30c4\u30fc\u30eb\u4f5c\u6210(\u524d\u7de8)"},"content":{"rendered":"\n<!-- WP QUADS Content Ad Plugin v. 2.0.10.1 -->\n<div class=\"quads-location quads-ad1\" id=\"quads-ad1\" style=\"float:none;margin:0px;\">\n<!-- admax -->\r\n<script src=\"https:\/\/adm.shinobi.jp\/s\/ac00e334ab167c3ad3541bb2ac563203\"><\/script>\r\n<!-- admax -->\n<\/div>\n<div><\/div>\n<pre class=\"prettyprint\"><\/pre>\n<div>\u4eca\u56de\u306f\u30b9\u30e9\u30f3\u30d7\u30b0\u30e9\u30d5\u304b\u3089\u5dee\u679a\u6570\u3092\u81ea\u52d5\u7b97\u51fa\u3059\u308b\u30c4\u30fc\u30eb\u3092Python\u3067\u4f5c\u308a\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/div>\n<div>\u30b9\u30e9\u30f3\u30d7\u30b0\u30e9\u30d5\u304b\u3089\u5dee\u679a\u6570\u3092\u7b97\u51fa\u3059\u308b\u306b\u306f\u4ee5\u4e0b\u306e2\u30b9\u30c6\u30c3\u30d7\u304c\u5fc5\u8981\u3068\u306a\u308b\u306e\u3067\u3001\u524d\u7de8\u30fb\u5f8c\u7de8\u306e2\u90e8\u69cb\u6210\u3067\u8aac\u660e\u3057\u307e\u3059\u3002<\/div>\n<h3>1. \u30b0\u30e9\u30d5\u306e\u4f4d\u7f6e\u3092\u6c42\u3081\u308b<br \/>2. \u30b9\u30e9\u30f3\u30d7\u30b0\u30e9\u30d5\u304b\u3089\u5dee\u679a\u6570\u3092\u6c42\u3081\u308b<\/h3>\n<div>\u4eca\u56de\u306f\u3001\u4e0b\u56f3\u306e\u3088\u3046\u306a\u753b\u50cf\u304b\u3089\u5dee\u679a\u6570\u3092\u8aad\u307f\u53d6\u3063\u3066\u307f\u307e\u3059\u3002<\/div>\n<div class=\"separator\" style=\"clear: both;text-align: center\"><a href=\"https:\/\/1.bp.blogspot.com\/-cSUEfJkA6F4\/X0UJVnEFX9I\/AAAAAAAAAQE\/6Wii6liZ888-nOZfDGqI2wbpI3ZGtoXJACLcBGAsYHQ\/s1690\/Target.bmp\" style=\"margin-left: 1em;margin-right: 1em\"><img border=\"0\" data-original-height=\"1135\" data-original-width=\"1690\" src=\"https:\/\/1.bp.blogspot.com\/-cSUEfJkA6F4\/X0UJVnEFX9I\/AAAAAAAAAQE\/6Wii6liZ888-nOZfDGqI2wbpI3ZGtoXJACLcBGAsYHQ\/s640\/Target.bmp\" width=\"640\" \/><\/a><\/div>\n<div><\/div>\n<h2>1. \u30b0\u30e9\u30d5\u306e\u4f4d\u7f6e\u3092\u6c42\u3081\u308b<\/h2>\n<h3>\u306f\u3058\u3081\u306b<\/h3>\n<div>\u5148\u307b\u3069\u306e\u753b\u50cf\u3067\u306f\u30011\u679a\u306e\u753b\u50cf\u306e\u4e2d\u306b3\u679a\u306e\u30b9\u30e9\u30f3\u30d7\u30b0\u30e9\u30d5\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/div>\n<div>\u3053\u306e\u5834\u5408\u3001\u307e\u305a\u306f\u753b\u50cf\u306e\u4e2d\u306b\u3042\u308b3\u679a\u5206\u306e\u30b9\u30e9\u30f3\u30d7\u30b0\u30e9\u30d5\u306e\u5834\u6240\u3092\u6c42\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/div>\n<div>\u65b9\u6cd5\u306f\u69d8\u3005\u306a\u3082\u306e\u304c\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u4eca\u56de\u306f\u300c\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u300d\u3092\u7528\u3044\u3066\u3001\u30b9\u30e9\u30f3\u30d7\u30b0\u30e9\u30d5\u306e\u5834\u6240\u3092\u898b\u3064\u3051\u3066\u3044\u304d\u307e\u3059\u3002<\/div>\n<div>\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u306f\u4e0b\u56f3\u306e\u3088\u3046\u306a\u6280\u8853\u3067\u3001\u3042\u3089\u304b\u3058\u3081\u4f5c\u6210\u3057\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u753b\u50cf\u304c\u3001\u8abf\u3079\u305f\u3044\u753b\u50cf(\u5bfe\u8c61\u753b\u50cf)\u306e\u4e2d\u306e\u3069\u3053\u306b\u3042\u308b\u306e\u304b\u3092\u63a2\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/div>\n<div class=\"separator\" style=\"clear: both;text-align: center\"><a href=\"https:\/\/1.bp.blogspot.com\/-5DvSDlzGUjU\/X0Zeiwb_PEI\/AAAAAAAAARQ\/X_7YlHuxG2ELK5iTQeQpYNFuKvfpKn22wCPcBGAYYCw\/s1338\/%25E5%259B%25B31.png\" style=\"margin-left: 1em;margin-right: 1em\"><img border=\"0\" data-original-height=\"544\" data-original-width=\"1338\" src=\"https:\/\/1.bp.blogspot.com\/-5DvSDlzGUjU\/X0Zeiwb_PEI\/AAAAAAAAARQ\/X_7YlHuxG2ELK5iTQeQpYNFuKvfpKn22wCPcBGAYYCw\/s640\/%25E5%259B%25B31.png\" width=\"640\" \/><\/a><\/div>\n<div><\/div>\n<div>\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3082\u69d8\u3005\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u7c21\u5358\u306a\u4f8b\u3068\u3057\u3066\u306f\u5f15\u304d\u7b97\u3067\u63a2\u3059\u65b9\u6cd5\u304c\u3042\u3052\u3089\u308c\u307e\u3059\u3002<\/div>\n<div>\u4f8b\u3048\u3070\u25cf\u3001\u25b2\u3001\u25a0\u304b\u3089\u3001\u25a0\u3092\u5f15\u304d\u7b97\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7d50\u679c\u306b\u306a\u308a\u307e\u3059\u3002<\/div>\n<div class=\"separator\" style=\"clear: both;text-align: center\"><a href=\"https:\/\/1.bp.blogspot.com\/-rAQVOHNrSH0\/X0Zei4pGrhI\/AAAAAAAAARg\/96MXIFUTNHUE_R9pENuqsBMiTSt5nvVlACPcBGAYYCw\/s750\/%25E5%259B%25B32.png\" style=\"margin-left: 1em;margin-right: 1em\"><img loading=\"lazy\" border=\"0\" data-original-height=\"625\" data-original-width=\"750\" height=\"273\" src=\"https:\/\/1.bp.blogspot.com\/-rAQVOHNrSH0\/X0Zei4pGrhI\/AAAAAAAAARg\/96MXIFUTNHUE_R9pENuqsBMiTSt5nvVlACPcBGAYYCw\/w328-h273\/%25E5%259B%25B32.png\" width=\"328\" \/><\/a><\/div>\n<div><\/div>\n<div>\u3064\u307e\u308a\u3001\u5f15\u304d\u7b97\u3092\u3057\u305f\u3068\u304d\u306b\u3001\u4f55\u3082\u306a\u304f\u306a\u308b\u3068\u3053\u308d\u304c\u4eca\u56de\u63a2\u3057\u305f\u3044\u5834\u6240\u306b\u306a\u308a\u307e\u3059\u3002<\/div>\n<div>\u3053\u308c\u3092\u5bfe\u8c61\u753b\u50cf\u304b\u3089\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u753b\u50cf\u3092\u3061\u3087\u3063\u3068\u305a\u3064\u305a\u3089\u3057\u306a\u304c\u3089\u5f15\u304d\u7b97\u3057\u3066\u3044\u304f\u3053\u3068\u3067\u3001\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u753b\u50cf\u3068\u540c\u3058\u753b\u50cf\u304c\u3042\u308b\u4f4d\u7f6e\u3092\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/div>\n<div class=\"separator\" style=\"clear: both;text-align: center\"><a href=\"https:\/\/1.bp.blogspot.com\/-HWU_a-tbR5c\/X0Zei8Ry08I\/AAAAAAAAARM\/dWMb2hCD79YviTgwDnPrrp8jStbmHtxDQCPcBGAYYCw\/s796\/%25E5%259B%25B33.png\" style=\"margin-left: 1em;margin-right: 1em\"><img loading=\"lazy\" border=\"0\" data-original-height=\"512\" data-original-width=\"796\" height=\"211\" src=\"https:\/\/1.bp.blogspot.com\/-HWU_a-tbR5c\/X0Zei8Ry08I\/AAAAAAAAARM\/dWMb2hCD79YviTgwDnPrrp8jStbmHtxDQCPcBGAYYCw\/w328-h211\/%25E5%259B%25B33.png\" width=\"328\" \/><\/a><\/div>\n<div><\/div>\n<h3>Python\u3067\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0<\/h3>\n<div>\u3067\u306f\u3001\u5b9f\u969b\u306bPython\u3067\u30b0\u30e9\u30d5\u306e\u4f4d\u7f6e\u3092\u63a2\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/div>\n<div>\u307e\u305a\u306f\u3001\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u753b\u50cf\u3068\u30b0\u30e9\u30d5\u3092\u63a2\u3057\u305f\u3044\u753b\u50cf\u3092\u6e96\u5099\u3057\u307e\u3059\u3002<\/div>\n<div>\u4eca\u56de\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u753b\u50cf\u3092\u6e96\u5099\u3057\u307e\u3057\u305f\u3002<\/div>\n<div class=\"separator\" style=\"clear: both;text-align: center\"><a href=\"https:\/\/1.bp.blogspot.com\/-v55q5tkCjFg\/X0ZejgzttSI\/AAAAAAAAARc\/odJyrW9cq_k0ZOf1zGmsWFqqDZP3wEbKACPcBGAYYCw\/s1700\/%25E5%259B%25B34.png\" style=\"margin-left: 1em;margin-right: 1em\"><img border=\"0\" data-original-height=\"821\" data-original-width=\"1700\" src=\"https:\/\/1.bp.blogspot.com\/-v55q5tkCjFg\/X0ZejgzttSI\/AAAAAAAAARc\/odJyrW9cq_k0ZOf1zGmsWFqqDZP3wEbKACPcBGAYYCw\/s640\/%25E5%259B%25B34.png\" width=\"640\" \/><\/a><\/div>\n<div><\/div>\n<div>\u203b\u4eca\u56de\u306e\u65b9\u6cd5\u306e\u6ce8\u610f\u70b9\u3068\u3057\u3066\u3001\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u753b\u50cf\u306e\u30b0\u30e9\u30d5\u306e\u5927\u304d\u3055\u3068\u3001\u30b0\u30e9\u30d5\u3092\u63a2\u3057\u305f\u3044\u753b\u50cf\u306e\u30b0\u30e9\u30d5\u306e\u5927\u304d\u3055\u3092\u63c3\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/div>\n<div>\u203b\u30b0\u30e9\u30d5\u306e\u5927\u304d\u3055\u304c\u9055\u3046\u3068\u3001\u5f15\u304d\u7b97\u3057\u305f\u6642\u306b\u5dee\u304c\u51fa\u308b\u306e\u3067\u3001\u6b63\u3057\u3044\u4f4d\u7f6e\u304c\u6c42\u3081\u3089\u308c\u307e\u305b\u3093\u3002<\/div>\n<div><\/div>\n<div>\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u306b\u3064\u3044\u3066\u9577\u3005\u3068\u8aac\u660e\u3057\u307e\u3057\u305f\u304c\u3001Python\u3067\u306e\u30b3\u30fc\u30c9\u306f\u2193\u306e\u4e8c\u884c\u3060\u3051\u3067\u3059\u3002<\/div>\n<div>\u3053\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u5148\u307b\u3069\u306e\u4f8b\u3067\u3044\u3046\u3068\u3053\u308d\u306e\u300c\u3061\u3087\u3063\u3068\u305a\u3064\u305a\u3089\u3057\u306a\u304c\u3089\u5f15\u304d\u7b97\u3057\u305f\u7d50\u679c\u300d\u3092\u51fa\u529b\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/div>\n<div>\u203b\u3057\u304b\u3082\u5b9f\u969b\u306b\u306f\u3082\u3063\u3068\u8ce2\u3044\u3053\u3068\u3092\u3084\u3063\u3066\u304f\u308c\u3066\u307e\u3059\u3002\u3042\u308a\u304c\u3068\u3046Python\uff01\uff01<\/div>\n<pre class=\"prettyprint\">import cv2<br \/>res = cv2.matchTemplate(\u30b0\u30e9\u30d5\u3092\u63a2\u3057\u305f\u3044\u753b\u50cf,\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u753b\u50cf,cv2.TM_CCOEFF_NORMED)<br \/><\/pre>\n<div>\u2191\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u5165\u529b\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/div>\n<div><\/div>\n<h3>\u753b\u50cf\u306e\u8aad\u307f\u8fbc\u307f<\/h3>\n<div>\u307e\u305a\u306f\u3001\u753b\u50cf\u306e\u8aad\u307f\u8fbc\u307f\u304b\u3089\u3002<\/div>\n<div>\u30ab\u30e9\u30fc\u753b\u50cf\u3067\u3082\u30de\u30c3\u30c1\u30f3\u30b0\u53ef\u80fd\u3067\u3059\u304c\u3001\u4eca\u56de\u306f\u591a\u5c11\u8272\u304c\u9055\u3063\u3066\u3082\u540c\u3058\u30b0\u30e9\u30d5\u3068\u3057\u3066\u8a8d\u8b58\u3057\u305f\u3044\u306e\u3067\u3001\u30b0\u30ec\u30fc\u30b9\u30b1\u30fc\u30eb\u306b\u5909\u63db\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/div>\n<pre class=\"prettyprint\"># \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u753b\u50cf\u306e\u5834\u6240<br \/>Template_path = \"D:TestTemplate.bmp\"<br \/># \u30b0\u30e9\u30d5\u3092\u63a2\u3057\u305f\u3044\u753b\u50cf\u306e\u5834\u6240<br \/>Target_path = \"D:TestTarget.bmp\"<br \/><br \/># \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u753b\u50cf\u306e\u8aad\u307f\u8fbc\u307f<br \/>template = cv2.imread(Template_path)<br \/>template_gray = cv2.cvtColor(template, cv2.COLOR_BGR2GRAY)<br \/><br \/># \u30b0\u30e9\u30d5\u3092\u63a2\u3057\u305f\u3044\u753b\u50cf\u306e\u8aad\u307f\u8fbc\u307f<br \/>img_rgb = cv2.imread(Target_path)<br \/>img_gray = cv2.cvtColor(img_rgb, cv2.COLOR_BGR2GRAY)<br \/><\/pre>\n<h3><\/h3>\n<h3>\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u306e\u5b9f\u884c<\/h3>\n<div>\u753b\u50cf\u306e\u8aad\u307f\u8fbc\u307f\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u65e9\u901f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/div>\n<pre class=\"prettyprint\"># \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u5b9f\u884c<br \/>res = cv2.matchTemplate(img_gray,template_gray,cv2.TM_CCOEFF_NORMED)<br \/><\/pre>\n<h3><\/h3>\n<h3>\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u306e\u7d50\u679c\u306e\u7cbe\u88fd<\/h3>\n<div>\u300cres\u300d\u306b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u306e\u7d50\u679c\u304c\u51fa\u529b\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u3053\u306e\u7d50\u679c\u3092\u5143\u306b\u6b32\u3057\u3044\u60c5\u5831\u3092\u5165\u624b\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/div>\n<div>\u307e\u305a\u306f\u985e\u4f3c\u5ea6\u3067\u30d5\u30a3\u30eb\u30bf\u3059\u308b\u3053\u3068\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/div>\n<div>\u985e\u4f3c\u5ea6\u306f0~1\u306e\u6570\u5024\u3067\u6c42\u3081\u3089\u308c\u3066\u304a\u308a\u30010\u304c\u5168\u304f\u9055\u3046\u753b\u50cf\u30011\u304c\u5168\u304f\u540c\u3058\u753b\u50cf\u3067\u3059\u3002<\/div>\n<div>\u611f\u899a\u7684\u306b\u306f0.7\u4ee5\u4e0a\u3067\u3042\u308c\u3070\u554f\u984c\u306a\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/div>\n<div>\u2193\u306e\u30b3\u30fc\u30c9\u3067\u306f\u3001\u300cloc\u300d\u306b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u3067\u985e\u4f3c\u5ea60.7\u4ee5\u4e0a\u306e\u5ea7\u6a19\u304c\u51fa\u529b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/div>\n<pre class=\"prettyprint\"># \u95be\u5024\u306e\u8a2d\u5b9a\u3002threshold=1\u3060\u3068\u5168\u304f\u540c\u3058\u753b\u50cf\u3060\u3051\u8a8d\u8b58\u3059\u308b<br \/>threshold = 0.7<br \/># \u95be\u5024\u4ee5\u4e0b\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u524a\u9664<br \/>loc = np.where( res &gt;= threshold)<br \/><\/pre>\n<div><\/div>\n<div>\u4e00\u65e6\u3001\u3069\u3093\u306a\u30c7\u30fc\u30bf\u304c\u5f97\u3089\u308c\u305f\u304b\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/div>\n<div>\u300cloc\u300d\u306f\u914d\u5217\u5f62\u5f0f\u306a\u306e\u3067\u3001for\u6587\u3067\u4e2d\u8eab\u30921\u500b\u305a\u3064\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/div>\n<pre class=\"prettyprint\"># \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u3067\u898b\u3064\u304b\u3063\u305f\u4f4d\u7f6e\u306e\u8868\u793a<br \/>for pt in zip(*loc[::]):<br \/>    print(\"x, y = \", pt[1], \", \", pt[0])<br \/><\/pre>\n<div><\/div>\n<div>\u7d50\u679c\u306f\u2193\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/div>\n<div>\u5927\u304d\u304f3\u304b\u6240\u306e\u5ea7\u6a19\u304c\u5f97\u3089\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u305e\u308c\u6570pix\u305a\u308c\u305f\u4f4d\u7f6e\u306e\u7d50\u679c\u3082\u51fa\u529b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/div>\n<div>\u6570pix\u305a\u308c\u305f\u4f4d\u7f6e\u306e\u7d50\u679c\u306f\u5fc5\u8981\u306a\u3044\u306e\u3067\u3001\u3082\u3046\u3061\u3087\u3063\u3068\u7d50\u679c\u3092\u7cbe\u88fd\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/div>\n<pre class=\"prettyprint\">x, y =  91 ,  223<br \/>x, y =  92 ,  223<br \/>x, y =  93 ,  223<br \/>x, y =  732 ,  223<br \/>x, y =  733 ,  223<br \/>x, y =  92 ,  572<br \/>x, y =  93 ,  572<br \/>x, y =  92 ,  573<br \/><\/pre>\n<div><\/div>\n<div>\u985e\u4f3c\u5ea6\u3092\u5fae\u8abf\u6574\u3057\u3066\u3082\u826f\u3044\u306e\u3067\u3059\u304c\u3001\u305b\u3063\u304b\u304f\u306a\u306e\u3067\u9055\u3046\u3084\u308a\u65b9\u3067\u4e0d\u8981\u70b9\u3092\u524a\u9664\u3057\u307e\u3059\u3002<\/div>\n<div>\u4eca\u56de\u4e0d\u8981\u306a\u30c7\u30fc\u30bf\u306f\u6570pix\u305a\u308c\u305f\u3060\u3051\u306e\u4f4d\u7f6e\u306a\u306e\u3067\u3001\u5ea7\u6a19\u540c\u58eb\u3092\u6bd4\u8f03\u3057\u3066\u8ddd\u96e2\u304c\u8fd1\u3051\u308c\u3070\u524a\u9664\u3059\u308b\u65b9\u6cd5\u304c\u4f7f\u3048\u305d\u3046\u3067\u3059\u3002<\/div>\n<div>\u3064\u307e\u308a\u3001X\u5ea7\u6a19\u304c\u8fd1\u304f\u3066\u3001\u306a\u304a\u304b\u3064Y\u5ea7\u6a19\u3082\u8fd1\u3051\u308c\u3070\u4e0d\u8981\u306a\u5ea7\u6a19\u3067\u3059\u306d\u3002<\/div>\n<div>\u5f0f\u3067\u3042\u3089\u308f\u3059\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/div>\n<pre class=\"prettyprint\">\u5ea7\u6a19A\u306eX\u5ea7\u6a19 - \u5ea7\u6a19B\u306eX\u5ea7\u6a19 &lt; \u6570pix &amp; \u5ea7\u6a19A\u306eY\u5ea7\u6a19 - \u5ea7\u6a19B\u306eY\u5ea7\u6a19 &lt; \u6570pix<br \/><\/pre>\n<div><\/div>\n<div>for\u6587\u3067\u300cloc\u300d\u306e\u4e2d\u8eab\u3092\u898b\u306a\u304c\u3089\u4e0d\u8981\u306a\u30c7\u30fc\u30bf\u304c\u3042\u308b\u4f4d\u7f6e\u3092\u300cindex\u300d\u3068\u3044\u3046\u914d\u5217\u306b\u8a18\u9332\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/div>\n<div>\u8a18\u9332\u3057\u305f\u4e0d\u8981\u30c7\u30fc\u30bf\u306e\u4f4d\u7f6e\u3092\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u306e\u7d50\u679c\u3092\u5165\u308c\u305f\u300cloc\u300d\u3068\u3044\u3046\u914d\u5217\u304b\u3089\u524a\u9664\u3059\u308c\u3070OK\u3067\u3059\u3002<\/div>\n<pre class=\"prettyprint\"># \u5ea7\u6a19\u30ea\u30b9\u30c8\u3067\u8fd1\u3059\u304e\u308b\u5ea7\u6a19\u3092\u524a\u9664<br \/># Mergin[pix]\u306e\u5024\u3088\u308a\u8fd1\u3044\u5ea7\u6a19\u306f\u524a\u9664\u3059\u308b<br \/>Mergin = 10<br \/>index = []<br \/>for i in range(len(loc[1][:])):<br \/>    count = 0<br \/>    for j in range(len(loc[1][:])):<br \/>        # Mergin[pix]\u306e\u5024\u3088\u308a\u8fd1\u3044\u5ea7\u6a19\u306e\u756a\u53f7\u3092\u30e1\u30e2\u3059\u308b<br \/>        if abs(loc[1][:][i] - loc[1][:][j]) &lt; Mergin and abs(loc[0][:][i] - loc[0][:][j]) &lt; Mergin:<br \/>            if count &gt; 0:<br \/>                index.append(j)<br \/>            count = count + 1<br \/># Mergin[pix]\u306e\u5024\u3088\u308a\u8fd1\u3044\u5ea7\u6a19\u306e\u756a\u53f7\u3092\u524a\u9664\u3059\u308b<br \/>loc = np.delete(loc, index, axis=1)<br \/><\/pre>\n<h3><\/h3>\n<h3>\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u306e\u7d50\u679c\u78ba\u8a8d<\/h3>\n<div>\u4e0d\u8981\u30c7\u30fc\u30bf\u304c\u7121\u4e8b\u306b\u524a\u9664\u3067\u304d\u305f\u304b\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3059\u3002<\/div>\n<div>\u305b\u3063\u304b\u304f\u306a\u306e\u3067\u3001\u30b0\u30e9\u30d5\u3092\u63a2\u3057\u305f\u3044\u753b\u50cf\u5185\u3067\u898b\u3064\u304b\u3063\u305f\u4f4d\u7f6e\u3092\u8d64\u67a0\u3067\u56f2\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/div>\n<pre class=\"prettyprint\"># \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u753b\u50cf\u30b5\u30a4\u30ba\u78ba\u8a8d<br \/>w, h = template_gray.shape[::-1]<br \/><br \/># \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u3067\u898b\u3064\u304b\u3063\u305f\u4f4d\u7f6e\u306e\u8868\u793a(\u7cbe\u88fd\u5f8c)<br \/>for pt in zip(*loc[::]):<br \/>    print(\"x, y = \", pt[1], \", \", pt[0])<br \/>    cv2.rectangle(img_rgb, (pt[1], pt[0]), (pt[1] + w, pt[0] + h), (0,0,255), 10)<br \/><br \/>cv2.imwrite(\"D:TestTemplate_Result.bmp\",img_rgb)<br \/>cv2.imshow(\"Matching Location\", img_rgb)<br \/>cv2.waitKey(0)<br \/>cv2.destroyAllWindows()<br \/><\/pre>\n<div>\u51fa\u529b\u7d50\u679c\u306f\u3053\u3061\u3089\u3002<\/div>\n<div>\u5ea7\u6a19\u304c3\u3064\u3060\u3051(=\u30b0\u30e9\u30d5\u306e\u6570)\u3060\u3051\u51fa\u529b\u3055\u308c\u3066\u304a\u308a\u3001\u753b\u50cf\u306e\u8d64\u67a0\u3092\u898b\u308b\u9650\u308a\u30b0\u30e9\u30d5\u306e\u4f4d\u7f6e\u3082\u6b63\u3057\u304f\u8a8d\u8b58\u3067\u304d\u3066\u3044\u307e\u3059\u3002<\/div>\n<pre class=\"prettyprint\">x, y =  91 ,  223<br \/>x, y =  732 ,  223<br \/>x, y =  92 ,  572<br \/><\/pre>\n<div class=\"separator\" style=\"clear: both;text-align: center\"><a href=\"https:\/\/1.bp.blogspot.com\/-Z6wAFgRSr7E\/X0UJV_G-5YI\/AAAAAAAAAQU\/UzX9hsaO0kYdCpmxKr4VGCnllHEaWxU4wCPcBGAYYCw\/s1690\/Template_Result.bmp\" style=\"margin-left: 1em;margin-right: 1em\"><img border=\"0\" data-original-height=\"1135\" data-original-width=\"1690\" src=\"https:\/\/1.bp.blogspot.com\/-Z6wAFgRSr7E\/X0UJV_G-5YI\/AAAAAAAAAQU\/UzX9hsaO0kYdCpmxKr4VGCnllHEaWxU4wCPcBGAYYCw\/s640\/Template_Result.bmp\" width=\"640\" \/><\/a><\/div>\n<h2><\/h2>\n<h2>\u3053\u3053\u307e\u3067\u306e\u30b3\u30fc\u30c9<\/h2>\n<div>\u30b9\u30e9\u30f3\u30d7\u30b0\u30e9\u30d5\u306e\u4f4d\u7f6e\u3092\u6c42\u3081\u308b\u307e\u3067\u306e\u30b3\u30fc\u30c9\u306f\u3053\u3061\u3089\u3002<\/div>\n<pre class=\"prettyprint\"># coding: UTF-8<br \/>import cv2<br \/>import numpy as np<br \/><br \/># \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u753b\u50cf\u306e\u5834\u6240<br \/>Template_path = \"D:TestTemplate.bmp\"<br \/># \u30b0\u30e9\u30d5\u3092\u63a2\u3057\u305f\u3044\u753b\u50cf\u306e\u5834\u6240<br \/>Target_path = \"D:TestTarget.bmp\"<br \/><br \/># \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u753b\u50cf\u306e\u8aad\u307f\u8fbc\u307f<br \/>template = cv2.imread(Template_path)<br \/>template_gray = cv2.cvtColor(template, cv2.COLOR_BGR2GRAY)<br \/><br \/># \u30b0\u30e9\u30d5\u3092\u63a2\u3057\u305f\u3044\u753b\u50cf\u306e\u8aad\u307f\u8fbc\u307f<br \/>img_rgb = cv2.imread(Target_path)<br \/>img_gray = cv2.cvtColor(img_rgb, cv2.COLOR_BGR2GRAY)<br \/><br \/># \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u5b9f\u884c<br \/>res = cv2.matchTemplate(img_gray,template_gray,cv2.TM_CCOEFF_NORMED)<br \/><br \/># \u95be\u5024\u306e\u8a2d\u5b9a\u3002threshold=1\u3060\u3068\u5168\u304f\u540c\u3058\u753b\u50cf\u3060\u3051\u8a8d\u8b58\u3059\u308b<br \/>threshold = 0.7<br \/># \u95be\u5024\u4ee5\u4e0b\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u524a\u9664<br \/>loc = np.where( res &gt;= threshold)<br \/><br \/># # \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u3067\u898b\u3064\u304b\u3063\u305f\u4f4d\u7f6e\u306e\u8868\u793a<br \/># for pt in zip(*loc[::]):<br \/>#     print(\"x, y = \", pt[1], \", \", pt[0])<br \/># print(\"----------------------------\")<br \/><br \/># \u5ea7\u6a19\u30ea\u30b9\u30c8\u3067\u8fd1\u3059\u304e\u308b\u5ea7\u6a19\u3092\u524a\u9664<br \/># Mergin[pix]\u306e\u5024\u3088\u308a\u8fd1\u3044\u5ea7\u6a19\u306f\u524a\u9664\u3059\u308b<br \/>Mergin = 10<br \/>index = []<br \/>for i in range(len(loc[1][:])):<br \/>    count = 0<br \/>    for j in range(len(loc[1][:])):<br \/>        # Mergin[pix]\u306e\u5024\u3088\u308a\u8fd1\u3044\u5ea7\u6a19\u306e\u756a\u53f7\u3092\u30e1\u30e2\u3059\u308b<br \/>        if abs(loc[1][:][i] - loc[1][:][j]) &lt; Mergin and abs(loc[0][:][i] - loc[0][:][j]) &lt; Mergin:<br \/>            if count &gt; 0:<br \/>                index.append(j)<br \/>            count = count + 1<br \/># Mergin[pix]\u306e\u5024\u3088\u308a\u8fd1\u3044\u5ea7\u6a19\u306e\u756a\u53f7\u3092\u524a\u9664\u3059\u308b<br \/>loc = np.delete(loc, index, axis=1)<br \/><br \/># \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u753b\u50cf\u30b5\u30a4\u30ba\u78ba\u8a8d<br \/>w, h = template_gray.shape[::-1]<br \/><br \/># \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30de\u30c3\u30c1\u30f3\u30b0\u3067\u898b\u3064\u304b\u3063\u305f\u4f4d\u7f6e\u306e\u8868\u793a(\u7cbe\u88fd\u5f8c)<br \/>for pt in zip(*loc[::]):<br \/>    print(\"x, y = \", pt[1], \", \", pt[0])<br \/>    cv2.rectangle(img_rgb, (pt[1], pt[0]), (pt[1] + w, pt[0] + h), (0,0,255), 10)<br \/><br \/>cv2.imwrite(\"D:TestTemplate_Result.bmp\",img_rgb)<br \/>cv2.imshow(\"Matching Location\", img_rgb)<br \/>cv2.waitKey(0)<br \/>cv2.destroyAllWindows()<br \/><\/pre>\n<div>\u5f8c\u7de8\u3067\u306f\u3001\u6c42\u3081\u305f\u30b9\u30e9\u30f3\u30d7\u30b0\u30e9\u30d5\u306e\u4f4d\u7f6e\u304b\u3089\u5dee\u679a\u6570\u3092\u8a08\u7b97\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/div>\n<div>\n<\/div>\n<p><a href=\"https:\/\/slot.blogmura.com\/slot_info\/ranking\/in?p_cid=11069585\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" alt=\"\u306b\u307b\u3093\u30d6\u30ed\u30b0\u6751 \u30b9\u30ed\u30c3\u30c8\u30d6\u30ed\u30b0 \u30b9\u30ed\u30c3\u30c8\u60c5\u5831\u3078\" border=\"0\" height=\"31\" src=\"https:\/\/b.blogmura.com\/slot\/slot_info\/88_31.gif\" width=\"88\" \/><\/a><br \/><a href=\"https:\/\/slot.blogmura.com\/slot_info\/ranking\/in?p_cid=11069585\">\u306b\u307b\u3093\u30d6\u30ed\u30b0\u6751<\/a><br \/>\nSource: \u30b9\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/p>\n\n<!-- WP QUADS Content Ad Plugin v. 2.0.10.1 -->\n<div class=\"quads-location quads-ad3\" id=\"quads-ad3\" style=\"float:none;margin:0px;\">\n<!-- admax -->\r\n<script src=\"https:\/\/adm.shinobi.jp\/s\/ac00e334ab167c3ad3541bb2ac563203\"><\/script>\r\n<!-- admax -->\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>\u4eca\u56de\u306f\u30b9\u30e9\u30f3\u30d7\u30b0\u30e9\u30d5\u304b\u3089\u5dee\u679a\u6570\u3092\u81ea\u52d5\u7b97\u51fa\u3059\u308b\u30c4\u30fc\u30eb\u3092Python\u3067\u4f5c\u308a\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002 \u30b9\u30e9\u30f3\u30d7\u30b0\u30e9\u30d5\u304b\u3089\u5dee\u679a\u6570\u3092\u7b97\u51fa\u3059\u308b\u306b\u306f\u4ee5\u4e0b\u306e2\u30b9\u30c6\u30c3\u30d7\u304c\u5fc5\u8981\u3068\u306a\u308b\u306e\u3067\u3001\u524d\u7de8\u30fb\u5f8c\u7de8\u306e2\u90e8\u69cb\u6210\u3067\u8aac\u660e\u3057\u307e\u3059\u3002 1. \u30b0\u30e9\u30d5\u306e\u4f4d\u7f6e\u3092\u6c42\u3081 &#8230; <a class=\"more\" href=\"https:\/\/slotnews777.com\/?p=534\">\u7d9a\u304d\u3092\u8aad\u3080 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