{"id":15462,"date":"2017-05-19T09:33:29","date_gmt":"2017-05-19T00:33:29","guid":{"rendered":"http:\/\/vitalify.jp\/blog\/?p=15462"},"modified":"2024-04-25T11:46:44","modified_gmt":"2024-04-25T02:46:44","slug":"visionapisearch","status":"publish","type":"post","link":"https:\/\/vitalify.jp\/blog\/2017\/05\/visionapisearch.html","title":{"rendered":"Google\u306e\u753b\u50cf\u8a8d\u8b58API\u300cCloud Vision API\u300d\u3092\u4f7f\u3063\u3066\u753b\u50cf\u5224\u5b9a\u3092\u3057\u3066\u307f\u305f"},"content":{"rendered":"<p><a href=\"https:\/\/vitalify.jp\/blog\/wp-content\/uploads\/2017\/05\/05.jpg\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-15463\" src=\"https:\/\/vitalify.jp\/blog\/wp-content\/uploads\/2017\/05\/05-300x273.jpg\" alt=\"itouhirotaka\" width=\"300\" height=\"273\" srcset=\"https:\/\/vitalify.jp\/blog\/wp-content\/uploads\/2017\/05\/05-300x273.jpg 300w, https:\/\/vitalify.jp\/blog\/wp-content\/uploads\/2017\/05\/05.jpg 404w\" sizes=\"(max-width: 300px) 85vw, 300px\" \/><\/a><\/p>\n<p>\u3053\u3093\u306b\u3061\u306f\u3001\u30ed\u30dc\u30db\u30f3\u306b\u8208\u5473\u304c\u3042\u308b\u4e2d\u6751\u3067\u3059\u3002<\/p>\n<p>\u30ed\u30dc\u30db\u30f3\u3092\u59cb\u3081\u3001\u5df7\u3067\u306f\u4eba\u5de5\u77e5\u80fd\u3084\u6a5f\u68b0\u5b66\u7fd2\u3068\u3044\u3046\u30ef\u30fc\u30c9\u304c\u975e\u5e38\u306b\u9a12\u304c\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e16\u306e\u4e2d\u306e\u6d41\u308c\u306b\u53d6\u308a\u6b8b\u3055\u308c\u306a\u3044\u3088\u3046\u306b\u6a5f\u68b0\u5b66\u7fd2\u306b\u3064\u3044\u3066\u6700\u8fd1\u52c9\u5f37\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u305d\u3093\u306a\u6a5f\u68b0\u5b66\u7fd2\u7cfb\u30b5\u30fc\u30d3\u30b9\u306e\u3072\u3068\u3064\u3067\u3042\u308bGoogle\u793e\u306e\u753b\u50cf\u8a8d\u8b58API\u30b5\u30fc\u30d3\u30b9\u300cCloud Vision API\u300d\u3092\u4f7f\u3063\u3066\u307f\u307e\u3057\u305f\u3002<br \/>\n<!--more--><\/p>\n<h2>\u25a0VisionAPI\u306e\u6982\u8981<\/h2>\n<p>\u3053\u308c\u306f\u3069\u3093\u306a\u30b5\u30fc\u30d3\u30b9\u304b\u3068\u3044\u3046\u3068\u3001\u753b\u50cf\u8a8d\u8b58\u3092\u81ea\u52d5\u3067\u884c\u3063\u3066\u304f\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n<p>API\u30ea\u30af\u30a8\u30b9\u30c8\u6642\u306b\u3069\u306e\u3088\u3046\u306a\u65b9\u6cd5\u3067\u753b\u50cf\u5206\u6790\u3057\u3066\u6b32\u3057\u3044\u304b\u30ea\u30af\u30a8\u30b9\u30c8\u3059\u308c\u3070\u3001\u305d\u308c\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u30ec\u30b9\u30dd\u30f3\u30b9\u3057\u3066\u304f\u308c\u307e\u3059\u3002<br \/>\n\u4f8b\u3048\u3070\u6307\u5b9a\u306e\u753b\u50cf\u3092\u6587\u5b57\u60c5\u5831\u3092\u81ea\u52d5\u3067\u691c\u51fa(OCR)\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u3053\u308c\u3060\u3051\u3067\u3082\u304b\u306a\u308a\u6709\u7528\u6027\u304c\u3042\u308a\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>\u4ed6\u306b\u3082\u9854\u306e\u3042\u308b\u753b\u50cf\u306e\u5834\u5408\u3001\u9854\u5ea7\u6a19\u306e\u4f4d\u7f6e\u5224\u5225\u3084\u3001\u60b2\u3057\u307f\u3084\u6012\u308a\u306e\u5ea6\u5408\u3044\u30925\u6bb5\u968e\u3067\u5224\u5b9a\u3057\u3066\u304f\u308c\u305f\u308a\u3001\u305d\u306e\u753b\u50cf\u304c\u3069\u306e\u3088\u3046\u306a\u30ab\u30c6\u30b4\u30ea\u304b(\u300c\u4eba\u300d\u300c\u72ac\u300d\u300c\u98df\u3079\u7269\u300d\u306a\u3069)\u3092\u81ea\u52d5\u3067\u5224\u5b9a\u3057\u3066\u304f\u308c\u305f\u308a\u3001\u305d\u306e\u753b\u50cf\u306f\u66b4\u529b\u7684\u306a\u753b\u50cf\u304b\u30a2\u30c0\u30eb\u30c8\u30b3\u30f3\u30c6\u30f3\u30c4\u306a\u306e\u304b\u306a\u3069\u3082\u81ea\u52d5\u3067\u5224\u5b9a\u3057\u3066\u304f\u308c\u305f\u308a\u3001\u306a\u3069\u306a\u3069\u3002<br \/>\n\u3068\u306b\u304b\u304f\u6a5f\u80fd\u304c\u6e80\u8f09\u3067\u3059\u3002<\/p>\n<h2>\u25a0VisionAPI\u306e\u4f7f\u3044\u65b9<\/h2>\n<p>\u3067\u306f\u3069\u3046\u3084\u3063\u3066\u3053\u308c\u3092\u4f7f\u3046\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<br \/>\n\u304b\u306a\u308a\u7c21\u6613\u3067\u3059\u304c\u3001\u5fc5\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u306f\u4ee5\u4e0b\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n1.goolge\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u4f5c\u6210\u3092\u3057\u3001API\u30ad\u30fc\u3092\u767a\u884c<br \/>\ngoogle\u516c\u5f0f\u30b5\u30a4\u30c8(https:\/\/cloud.google.com\/)\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u3001visionAPI\u3092\u767b\u9332\u3057\u307e\u3059\u3002<br \/>\n\u30a2\u30ab\u30a6\u30f3\u30c8\u304c\u306a\u3044\u5834\u5408\u306f\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u767b\u9332\u3082\u5fc5\u8981\u3067\u3059\u3002<br \/>\n<a href=\"https:\/\/vitalify.jp\/blog\/wp-content\/uploads\/2017\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2017-05-05-16.17.03.png\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-large wp-image-15464\" src=\"https:\/\/vitalify.jp\/blog\/wp-content\/uploads\/2017\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2017-05-05-16.17.03-1024x294.png\" alt=\"visionAPI\" width=\"840\" height=\"241\" srcset=\"https:\/\/vitalify.jp\/blog\/wp-content\/uploads\/2017\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2017-05-05-16.17.03-1024x294.png 1024w, https:\/\/vitalify.jp\/blog\/wp-content\/uploads\/2017\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2017-05-05-16.17.03-300x86.png 300w, https:\/\/vitalify.jp\/blog\/wp-content\/uploads\/2017\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2017-05-05-16.17.03-768x220.png 768w, https:\/\/vitalify.jp\/blog\/wp-content\/uploads\/2017\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2017-05-05-16.17.03-1200x344.png 1200w\" sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/a><br \/>\n\u3053\u306e\u753b\u9762\u304b\u3089API\u3092\u767b\u9332\u3059\u308c\u3070OK\u3067\u3059\u3002<br \/>\n\u3053\u308c\u3067visonAPI\u304c\u4f7f\u3048\u307e\u3059\u3002<br \/>\n\u203b\u5f93\u91cf\u8ab2\u91d1\u306a\u306e\u3067\u6ce8\u610f\u304c\u5fc5\u8981<\/p>\n<p>2.API\u30ad\u30fc\u3092\u8a2d\u5b9a\u3057\u3001VisionAPI\u3092\u5b9f\u884c<br \/>\n\u4ee5\u4e0bAPI\u306eURL\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u5b9f\u884c\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\nURL)<br \/>\nhttps:\/\/vision.googleapis.com\/v1\/images:annotate?key=xxxx<\/p>\n<p>\u3053\u306eURL\u306b\u5bfe\u3057\u3066\u3001post\u5f62\u5f0f\u3067\u3001\u5fc5\u8981\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u9001\u4fe1\u3059\u308c\u3070\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u8a73\u3057\u304f\u306f\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\nhttps:\/\/cloud.google.com\/vision\/docs\/reference\/rest\/v1\/images\/annotate<\/p>\n<p>\u7c21\u5358\u305d\u3046\u3067\u3059\u306d\u3002<\/p>\n<h2>\u25a0VisionAPI\u3092\u5b9f\u969b\u306b\u4f7f\u3063\u3066\u307f\u305f<\/h2>\n<p>\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u3053\u306eAPI\u3092\u8a66\u3057\u306b\u4f7f\u3063\u3066\u307f\u307e\u3057\u305f\u3002<br \/>\n\u30b5\u30f3\u30d7\u30eb\u306b\u3055\u305b\u3066\u3044\u305f\u3060\u3044\u305f\u306e\u306f\u3001\u5f0a\u793e\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4f0a\u85e4\u3072\u308d\u305f\u304b\u3055\u3093\u3067\u3059\u3002<br \/>\n\u30aa\u30d5\u30a3\u30b7\u30e3\u30eb\u30b5\u30a4\u30c8\u306e\u753b\u50cf\u3092\u4f7f\u308f\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<br \/>\n\u203b\u672c\u4eba\u304b\u3089\u5feb\u304f\u4e86\u627f\u3092\u3044\u305f\u3060\u3044\u3066\u304a\u308a\u307e\u3059<br \/>\n<a href=\"https:\/\/vitalify.jp\/blog\/wp-content\/uploads\/2017\/05\/05.jpg\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-15463\" src=\"https:\/\/vitalify.jp\/blog\/wp-content\/uploads\/2017\/05\/05-300x273.jpg\" alt=\"itouhirotaka\" width=\"300\" height=\"273\" srcset=\"https:\/\/vitalify.jp\/blog\/wp-content\/uploads\/2017\/05\/05-300x273.jpg 300w, https:\/\/vitalify.jp\/blog\/wp-content\/uploads\/2017\/05\/05.jpg 404w\" sizes=\"(max-width: 300px) 85vw, 300px\" \/><\/a><\/p>\n<p>\u30fb\u5b9f\u884c<br \/>\n\u5b9f\u884c\u3057\u3066\u307f\u307e\u3059\u3002<br \/>\n\u4ee5\u4e0b\u30ea\u30af\u30a8\u30b9\u30c8\u6642\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u60c5\u5831\u3067\u3059\u3002<br \/>\n<code>\/\/URL<br \/>\nhttps:\/\/vision.googleapis.com\/v1\/images:annotate?key=xxxx<br \/>\n\/\/\u30ea\u30af\u30a8\u30b9\u30c8\u30d1\u30e9\u30e1\u30fc\u30bf<br \/>\n\"requests\": [<br \/>\n{<br \/>\n\"image\": {\"content\": [[base64\u3067\u30a8\u30f3\u30b3\u30fc\u30c9\u3057\u305f\u753b\u50cf\u30d5\u30a1\u30a4\u30eb]]},<br \/>\n\"features\": [<br \/>\n{\"type\": \"FACE_DETECTION\",},<br \/>\n{\"type\": \"LABEL_DETECTION\",\"maxResults\": 1},<br \/>\n{\"type\": \"SAFE_SEARCH_DETECTION\"}<br \/>\n]<br \/>\n}<br \/>\n]<br \/>\n<\/code><br \/>\n\u203b\u5b9f\u884c\u306fphp\u3067\u3057\u3066\u3044\u307e\u3059<br \/>\n\u4eca\u56de\u5b9f\u884c\u3057\u3066\u307f\u305f\u30ea\u30af\u30a8\u30b9\u30c8\u7a2e\u5225\u306f\u4ee5\u4e0b3\u3064\u3067\u3059\u3002<\/p>\n<h4>\u30fbFACE_DETECTION(\u9854\u691c\u51fa)<\/h4>\n<p>\u9854\u5ea7\u6a19\u306e\u4f4d\u7f6e\u3084\u50be\u304d\u5ea6\u5408\u3044\u3001\u697d\u3057\u307f\u306e\u611f\u60c5\u306a\u3069\u3092\u691c\u51fa\u3057\u307e\u3059\u3002<br \/>\n\u8907\u6570\u306e\u9854\u304c\u3042\u3063\u305f\u3089\u305d\u306e\u6570\u3060\u3051\u691c\u51fa\u53ef\u80fd\u3002<\/p>\n<h4>\u30fbLABEL_DETECTION(\u753b\u50cf\u306e\u30ab\u30c6\u30b4\u30ea\u306e\u691c\u51fa)<\/h4>\n<p>\u9001\u4fe1\u3057\u305f\u753b\u50cf\u304c\u3069\u306e\u3088\u3046\u306a\u7a2e\u985e\u306a\u306e\u304b\u3092\u691c\u51fa\u3057\u3066\u304f\u308c\u307e\u3059\u3002<br \/>\n\u5019\u88dc\u306e\u6570\u3082\u6307\u5b9a\u3067\u304d\u308b\u306e\u3067\u30015\u7a2e\u985e\u3067\u6307\u5b9a\u3057\u307e\u3057\u305f\u3002<\/p>\n<h4>\u30fbSAFE_SEARCH_DETECTION(\u6709\u5bb3\u753b\u50cf\u691c\u51fa)<\/h4>\n<p>\u66b4\u529b\u6027\u304c\u3042\u308b\u304b\u3001\u30a2\u30c0\u30eb\u30c8\u304b\u306a\u3069\u30925\u6bb5(Likelihood\u3068\u3044\u3046\u6307\u6a19)\u3067\u8a55\u4fa1\u3057\u3066\u304f\u308c\u307e\u3059\u3002<br \/>\nUNLIKELY\u3060\u3068\u5ea6\u5408\u3044\u304c\u4f4e\u304f\u3001LIKELY\u3060\u3068\u9ad8\u3044\u3068\u3044\u3046\u610f\u5473\u3067\u3059\u3002<br \/>\n\u3042\u307e\u308a\u99b4\u67d3\u307f\u304c\u306a\u3044\u8868\u73fe\u3067\u3059\u306d\u3002<\/p>\n<p>\u30fb\u7d50\u679c<br \/>\n<code>\"responses\": [<br \/>\n{<br \/>\n\"faceAnnotations\": [<br \/>\n{<br \/>\n\"boundingPoly\": {<br \/>\n\"vertices\": [<br \/>\n{ \"x\": 122, \"y\": 58},<br \/>\n{ \"x\": 308, \"y\": 58},<br \/>\n{\"x\": 308,\"y\": 274},<br \/>\n{ \"x\": 122, \"y\": 274}<br \/>\n]<br \/>\n},<br \/>\n\/\/------\u7701\u7565----<br \/>\n\"rollAngle\": 13.699316,<br \/>\n\"panAngle\": 20.595034,<br \/>\n\"tiltAngle\": -9.924839,<br \/>\n\"detectionConfidence\": 0.99293435,<br \/>\n\"landmarkingConfidence\": 0.7031865,<br \/>\n\/\/------\u7701\u7565----<br \/>\n\"labelAnnotations\": [<br \/>\n{<br \/>\n\"mid\": \"\/m\/09j2d\",<br \/>\n\"description\": \"clothing\",<br \/>\n\"score\": 0.9022423<br \/>\n},<br \/>\n\/\/------\u7701\u7565----<br \/>\n{<br \/>\n\"mid\": \"\/m\/0h8nvk9\",<br \/>\n\"description\": \"dishware\",<br \/>\n\"score\": 0.54732513<br \/>\n}<br \/>\n],<br \/>\n\"safeSearchAnnotation\": {<br \/>\n\"adult\": \"VERY_UNLIKELY\",<br \/>\n\"spoof\": \"VERY_UNLIKELY\",<br \/>\n\"medical\": \"VERY_UNLIKELY\",<br \/>\n\"violence\": \"VERY_UNLIKELY\"<br \/>\n}<br \/>\n}<br \/>\n]<br \/>\n<\/code><\/p>\n<h2>\u25a0VisionAPI\u306e\u7d50\u679c\u306e\u78ba\u8a8d\u65b9\u6cd5<\/h2>\n<p>\u4e0a\u8a18\u306e\u3088\u3046\u306bjson\u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3067\u304d\u307e\u3057\u305f\u3002<br \/>\n\u4e00\u90e8\u629c\u7c8b\u3057\u306a\u304c\u3089\u3001\u8aad\u307f\u89e3\u304d\u307e\u3059\u3002<\/p>\n<h3>\u30fbfaceAnnotations\u306e\u7d50\u679c\u306b\u3064\u3044\u3066<\/h3>\n<p>FACE_DETECTION(\u9854\u691c\u51fa)\u306b\u5bfe\u3059\u308b\u7d50\u679c\u3067\u3059\u3002<br \/>\n<code style=\"margin-bottom: 0px\">\u201dboundingPoly\": {\"vertices\": [{ \"x\": 122,\"y\": 58 },{ \"x\": 308, \"y\": 58}, {\"x\": 308,\"y\": 274},{\"x\": 122,\"y\": 274}]}<\/code>\u2192x\u3001y\u3067\u9854\u306e\u30d1\u30fc\u30c4\u3054\u3068\u306e\u914d\u7f6e\u3092\u8fd4\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u201cboundingPoly\u201d\u306f\u9854\u306e\u8f2a\u90ed\u306e\u7bc4\u56f2\u3092\u793a\u3059\u306e\u3067\u3059\u304c\u3001\u305d\u308c\u304cx\u3001y\u5ea7\u6a19\u3067\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002(\u30d4\u30af\u30bb\u30eb)<br \/>\n\u4ed6\u306b\u3082landmarks\u3068\u3044\u3046\u30d7\u30ed\u30d1\u30c6\u30a3\u60c5\u5831\u306b\u306f\u76ee\u3084\u9f3b\u306a\u3069\u5404\u30d1\u30fc\u30c4\u3054\u3068\u306b\u3059\u3079\u3066\u306e\u5ea7\u6a19\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n<code style=\"margin-bottom: 0px\">\u201dpanAngle\": 20.595034<\/code>\u2192\u9854\u306e\u5de6\u53f3\u306e\u50be\u304d\u306e\u5272\u5408\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u300220\u5ea6\u307b\u3069\u50be\u3044\u3066\u3044\u308b\u3068\u5224\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n<code style=\"margin-bottom: 0px\"> \"joyLikelihood\": \"VERY_LIKELY\"<\/code>\u2192\u697d\u3057\u307f\u306e\u611f\u60c5\u306e\u5ea6\u5408\u3044\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\nVERY_LIKELY=\u3068\u3066\u3082\u30ec\u30d9\u30eb\u304c\u9ad8\u3044<br \/>\n\u3068\u3044\u3046\u3053\u3068\u306a\u306e\u3067\u3001google\u306b\u3068\u3066\u3082\u697d\u3057\u3093\u3067\u3044\u308b\u3068\u5224\u65ad\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4>\u30fblabelAnnotations\u306e\u7d50\u679c\u306b\u3064\u3044\u3066<\/h4>\n<p>LABEL_DETECTION(\u30e9\u30d9\u30eb\u691c\u51fa)\u306b\u5bfe\u3059\u308b\u7d50\u679c\u3067\u3059\u3002<br \/>\n<code style=\"margin-bottom: 0px\">\u201ddescription\": \"clothing\u201d,\u201dscore\": 0.9022423<\/code>\u2192\u753b\u50cf\u306f\u6d0b\u670d(clothing)\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u5c5e\u3059\u308b\u3068\u5224\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\nscore\u306f\u691c\u51fa\u306e\u4fe1\u983c\u5ea6\u306a\u306e\u3067\u30010.9\u306f\u304b\u306a\u308a\u9ad8\u3044\u4fe1\u983c\u5ea6\u306b\u90e8\u985e\u3059\u308b\u3068\u306e\u3053\u3068\u3067\u3059\u3002<br \/>\n\u5e3d\u5b50\u304c\u305d\u3046\u691c\u51fa\u3055\u308c\u305f\u3088\u3046\u3067\u3059\u3002<br \/>\n<code style=\"margin-bottom: 0px\">\u201ddescription\": \"dishware\",\"score\": 0.54732513<\/code>\u2192\u753b\u50cf\u306f\u98df\u5668(dishware)\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u5c5e\u3059\u308b\u3068\u5224\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\nscore0.5\u306a\u306e\u3067\u4fe1\u983c\u5ea6\u306f\u305d\u3053\u307e\u3067\u9ad8\u304f\u306a\u3044\u3067\u3059\u3002<br \/>\n\u3061\u3087\u3063\u3068\u98df\u5668\u306f\u304a\u304b\u3057\u3044\u3067\u3059\u306d\u3002<\/p>\n<h4>\u30fbSafeSearchAnnotation\u306e\u7d50\u679c<\/h4>\n<p>SAFE_SEARCH_DETECTION(\u6709\u5bb3\u753b\u50cf\u691c\u51fa)\u306b\u5bfe\u3059\u308b\u7d50\u679c\u3067\u3059\u3002<br \/>\n\u5168\u9805\u76ee\u304c<br \/>\nVERY_UNLIKELY=\u3068\u3066\u3082\u30ec\u30d9\u30eb\u304c\u4f4e\u3044<br \/>\n\u3068\u306e\u3053\u3068\u306a\u306e\u3067\u3001\u6709\u5bb3\u8981\u7d20\u306f\u5168\u7136\u306a\u3044\u3001\u3068google\u306b\u5224\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u7d20\u6674\u3089\u3057\u3044\u3067\u3059\u3002<\/p>\n<h2>\u25a0\u307e\u3068\u3081<\/h2>\n<p>\u7c21\u5358\u3067\u3059\u304c\u3001visionAPI\u306e\u4f7f\u3044\u65b9\u3092\u7406\u89e3\u3067\u304d\u305f\u6c17\u304c\u3057\u307e\u3059\u3002<br \/>\n\u4ed6\u306e\u753b\u50cf\u3067\u3082\u3044\u308d\u3044\u308d\u8a66\u3057\u307e\u3057\u305f\u304c\u3001\u671f\u5f85\u3059\u308b\u7d50\u679c\u304c\u8fd4\u3063\u3066\u304d\u3066\u304a\u308a\u3001\u304b\u306a\u308a\u4fe1\u983c\u5ea6\u306f\u3042\u308a\u305d\u3046\u3067\u3059\u3002(\u9854\u304c\u98df\u5668\u306b\u5224\u5b9a\u3055\u308c\u305f\u308a\u3068\u3001\u7a00\u306b\u9055\u548c\u611f\u306e\u3042\u308b\u7d50\u679c\u3082\u51fa\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u3001)<\/p>\n<p>VisionAPI\u4ee5\u5916\u306b\u3082google\u3067\u306f\u6a5f\u68b0\u5b66\u7fd2\u7cfb\u306eAPI\u306f\u6ca2\u5c71\u51fa\u3057\u3066\u304a\u308a\u3001\u4f7f\u3044\u65b9\u6b21\u7b2c\u3067\u306f\u9762\u767d\u3044\u30b5\u30fc\u30d3\u30b9\u304c\u7c21\u5358\u306b\u3067\u304d\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>\u3044\u3044\u30a2\u30a4\u30c7\u30a2\u3042\u308b\u3068\u3044\u3046\u4eba\u304c\u3044\u307e\u3057\u305f\u3089\u4e2d\u6751\u306b\u3082\u58f0\u304b\u3051\u3066\u3082\u3089\u3048\u305f\u3089\u5b09\u3057\u3044\u3067\u3059\u3002<br \/>\n\u3067\u306f\u3067\u306f\u3002<\/p>\n<div class='wp_social_bookmarking_light'>\n            <div class=\"wsbl_facebook_like\"><div id=\"fb-root\"><\/div><fb:like href=\"https:\/\/vitalify.jp\/blog\/2017\/05\/visionapisearch.html\" layout=\"button_count\" action=\"like\" share=\"false\" show_faces=\"false\" ><\/fb:like><\/div>\n            <div class=\"wsbl_google_plus_one\"><g:plusone size=\"medium\" annotation=\"none\" href=\"https:\/\/vitalify.jp\/blog\/2017\/05\/visionapisearch.html\" ><\/g:plusone><\/div>\n            <div class=\"wsbl_hatena_button\"><a href=\"\/\/b.hatena.ne.jp\/entry\/https:\/\/vitalify.jp\/blog\/2017\/05\/visionapisearch.html\" class=\"hatena-bookmark-button\" data-hatena-bookmark-title=\"Google\u306e\u753b\u50cf\u8a8d\u8b58API\u300cCloud Vision API\u300d\u3092\u4f7f\u3063\u3066\u753b\u50cf\u5224\u5b9a\u3092\u3057\u3066\u307f\u305f\" data-hatena-bookmark-layout=\"standard\" title=\"\u3053\u306e\u30a8\u30f3\u30c8\u30ea\u30fc\u3092\u306f\u3066\u306a\u30d6\u30c3\u30af\u30de\u30fc\u30af\u306b\u8ffd\u52a0\"> <img src=\"\/\/b.hatena.ne.jp\/images\/entry-button\/button-only@2x.png\" alt=\"\u3053\u306e\u30a8\u30f3\u30c8\u30ea\u30fc\u3092\u306f\u3066\u306a\u30d6\u30c3\u30af\u30de\u30fc\u30af\u306b\u8ffd\u52a0\" width=\"20\" height=\"20\" style=\"border: none;\" \/><\/a><script type=\"text\/javascript\" src=\"\/\/b.hatena.ne.jp\/js\/bookmark_button.js\" charset=\"utf-8\" async=\"async\"><\/script><\/div>\n            <div class=\"wsbl_tumblr\"><a href=\"\/\/www.tumblr.com\/share?v=3&u=https%3A%2F%2Fvitalify.jp%2Fblog%2F2017%2F05%2Fvisionapisearch.html&t=Google%E3%81%AE%E7%94%BB%E5%83%8F%E8%AA%8D%E8%AD%98API%E3%80%8CCloud%20Vision%20API%E3%80%8D%E3%82%92%E4%BD%BF%E3%81%A3%E3%81%A6%E7%94%BB%E5%83%8F%E5%88%A4%E5%AE%9A%E3%82%92%E3%81%97%E3%81%A6%E3%81%BF%E3%81%9F\" title=\"Share on Tumblr\" style=\"display:inline-block; text-indent:-9999px; overflow:hidden; width:81px; height:20px; background:url('\/\/platform.tumblr.com\/v1\/share_1.png') top left no-repeat transparent;\">Share on Tumblr<\/a><\/div>\n            <div class=\"wsbl_twitter\"><a href=\"https:\/\/twitter.com\/share\" class=\"twitter-share-button\" data-url=\"https:\/\/vitalify.jp\/blog\/2017\/05\/visionapisearch.html\" data-text=\"Google\u306e\u753b\u50cf\u8a8d\u8b58API\u300cCloud Vision API\u300d\u3092\u4f7f\u3063\u3066\u753b\u50cf\u5224\u5b9a\u3092\u3057\u3066\u307f\u305f\" data-lang=\"ja\">Tweet<\/a><\/div>\n    <\/div>\n<br class='wp_social_bookmarking_light_clear' \/>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3001\u30ed\u30dc\u30db\u30f3\u306b\u8208\u5473\u304c\u3042\u308b\u4e2d\u6751\u3067\u3059\u3002 \u30ed\u30dc\u30db\u30f3\u3092\u59cb\u3081\u3001\u5df7\u3067\u306f\u4eba\u5de5\u77e5\u80fd\u3084\u6a5f\u68b0\u5b66\u7fd2\u3068\u3044\u3046\u30ef\u30fc\u30c9\u304c\u975e\u5e38\u306b\u9a12\u304c\u308c\u3066\u3044\u307e\u3059\u3002 \u4e16\u306e\u4e2d\u306e\u6d41\u308c\u306b\u53d6\u308a\u6b8b\u3055\u308c\u306a\u3044\u3088\u3046\u306b\u6a5f\u68b0\u5b66\u7fd2\u306b\u3064\u3044\u3066\u6700\u8fd1\u52c9\u5f37\u3057\u3066\u3044\u307e\u3059\u3002 \u4eca\u56de\u305d\u3093\u306a\u6a5f\u68b0\u5b66\u7fd2\u7cfb\u30b5\u30fc\u30d3 &hellip; <a href=\"https:\/\/vitalify.jp\/blog\/2017\/05\/visionapisearch.html\" class=\"more-link more_btn\"><span class=\"screen-reader-text\">&#8220;Google\u306e\u753b\u50cf\u8a8d\u8b58API\u300cCloud Vision API\u300d\u3092\u4f7f\u3063\u3066\u753b\u50cf\u5224\u5b9a\u3092\u3057\u3066\u307f\u305f&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_mi_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"categories":[44,1],"tags":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/posts\/15462"}],"collection":[{"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/comments?post=15462"}],"version-history":[{"count":21,"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/posts\/15462\/revisions"}],"predecessor-version":[{"id":15550,"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/posts\/15462\/revisions\/15550"}],"wp:attachment":[{"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/media?parent=15462"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/categories?post=15462"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/tags?post=15462"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}