{"id":192,"date":"2018-04-13T16:26:10","date_gmt":"2018-04-13T07:26:10","guid":{"rendered":"https:\/\/wp.apibank.jp\/contents\/?p=192"},"modified":"2020-11-05T16:27:21","modified_gmt":"2020-11-05T07:27:21","slug":"use-amzon-rekognition","status":"publish","type":"post","link":"https:\/\/www.apibank.jp\/contents\/howto-use\/use-amzon-rekognition\/","title":{"rendered":"\u753b\u50cf\u8a8d\u8b58API\u4f7f\u3063\u3066\u307f\u305f\uff08\uff12\uff09Amazon Rekognition"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"\/use_google-cloud-vision\/\">\u524d\u56de\uff08\uff11\uff09<\/a>\u3067\u306fGoogle Cloud Vision\u3067\u753b\u50cf\u8a8d\u8b58\u3092\u8a66\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u50cf\u8a8d\u8b58API\u306e1\u3064\u3067\u3042\u308bAmazon Rekognition\u3092\u4f7f\u3063\u3066Google Cloud Vision\u306e\u3068\u304d\u3068\u540c\u3058\u753b\u50cf\u3067\u753b\u50cf\u8a8d\u8b58\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u76ee\u6b21<\/h3>\n\n\n\n<ol class=\"wp-block-list\"><li><a href=\"#01\">Amazon Rekognition\u306b\u3064\u3044\u3066<\/a><\/li><li><a href=\"#02\">API\u5229\u7528\u6e96\u5099<\/a><\/li><li><a href=\"#03\">API\u3092\u4f7f\u3063\u3066\u753b\u50cf\u8a8d\u8b58\u3092\u5b9f\u73fe\u3059\u308b\u30b5\u30f3\u30d7\u30ebPG\u306e\u4f5c\u6210<\/a><\/li><li><a href=\"#04\">\u4f7f\u3063\u3066\u307f\u305f\u611f\u60f3<\/a><\/li><\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"01\">Amazon Rekognition\u306b\u3064\u3044\u3066<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Amazon Rekognition\u306fAWS\u304c\u63d0\u4f9b\u3059\u308b\u753b\u50cf\u8a8d\u8b58API\u3067\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6a5f\u80fd\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/aws.amazon.com\/jp\/rekognition\/\n<\/div><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li>\u753b\u50cf\u306e\u5206\u6790<\/li><li>\u753b\u50cf\u5185\u306e\u30c6\u30ad\u30b9\u30c8\u306e\u8aad\u307f\u53d6\u308a<\/li><li>\u8457\u540d\u4eba\u304a\u3088\u3073\u30e9\u30f3\u30c9\u30de\u30fc\u30af\u306e\u8a8d\u8b58<\/li><li>\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30d3\u30c7\u30aa\u3092\u5206\u6790<\/li><li>\u30b5\u30e0\u30cd\u30a4\u30eb\u306e\u751f\u6210<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306f\u753b\u50cf\u306e\u5206\u6790\u300c\u5bfe\u8c61\u7269\u4f53\u3001\u30b7\u30fc\u30f3\u3001\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u691c\u51fa\u300d\u3092\u30b5\u30af\u30c3\u3068\u4f7f\u3063\u3066\u307f\u3088\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"02\">API\u5229\u7528\u6e96\u5099<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\">AWS\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u203b\u65e2\u306b\u4f5c\u6210\u6e08\u306e\u5834\u5408\u306f\u30b9\u30ad\u30c3\u30d7\u3057\u3066\u304f\u3060\u3055\u3044<br><a href=\"https:\/\/portal.aws.amazon.com\/billing\/signup#\/start\" target=\"_blank\" rel=\"noreferrer noopener\">\u3053\u3053<\/a>\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001AWS\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">IAM\u30e6\u30fc\u30b6\u30fc\u3092\u4f5c\u6210<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u6210\u3057\u305fAWS\u30a2\u30ab\u30a6\u30f3\u30c8\u3067<a href=\"https:\/\/console.aws.amazon.com\/iam\/home\" target=\"_blank\" rel=\"noreferrer noopener\">IAM Management Console<\/a>\u306b\u30b5\u30a4\u30f3\u30a4\u30f3<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.apibank.jp\/wp-content\/uploads\/2018\/04\/01.png\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u30e6\u30fc\u30b6\u300d\u3001\u300c\u30e6\u30fc\u30b6\u306e\u8ffd\u52a0\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u300c\u30e6\u30fc\u30b6\u3092\u8ffd\u52a0\u300d\u753b\u9762\u3092\u958b\u304f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.apibank.jp\/wp-content\/uploads\/2018\/04\/02.png\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5fc5\u8981\u9805\u76ee\u3092\u5165\u529b\u3057\u3066\u3001\u300c\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\uff1a\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u300d\u3092\u30af\u30ea\u30c3\u30af<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.apibank.jp\/wp-content\/uploads\/2018\/04\/03.png\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u203b\u4eca\u56de\u306f\u4ee5\u4e0b\u306e\u5024\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u5165\u529b\u9805\u76ee<\/th><th>\u5165\u529b\u5024<\/th><th>\u5099\u8003<\/th><\/tr><\/thead><tbody><tr><td>\u30e6\u30fc\u30b6\u540d<\/td><td>Admin<\/td><td>\u308f\u304b\u308a\u3084\u3059\u3044\u30a2\u30ab\u30a6\u30f3\u30c8ID\u3067OK\u3067\u3059<\/td><\/tr><tr><td>\u30a2\u30af\u30bb\u30b9\u7a2e\u985e<\/td><td>\u4e21\u65b9\u3068\u3082On<\/td><td>\u5fc5\u8981\u306a\u3082\u306e\u3060\u3051\u30c1\u30a7\u30c3\u30af\u3092\u3064\u3051\u3066\u304f\u3060\u3055\u3044<\/td><\/tr><tr><td>\u30b3\u30f3\u30bd\u30fc\u30eb\u306e\u30d1\u30b9\u30ef\u30fc\u30c9<\/td><td>\uff08\u4efb\u610f\u306e\u30d1\u30b9\u30ef\u30fc\u30c9\uff09<\/td><td>\u81ea\u52d5\u751f\u6210\u3067\u3082\u30ab\u30b9\u30bf\u30e0\u3067\u3082\u3069\u3061\u3089\u3067\u3082OK\u3067\u3059<\/td><\/tr><tr><td>\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u30ea\u30bb\u30c3\u30c8\u304c\u5fc5\u8981<\/td><td>Off<\/td><td>\u4ed6\u306e\u4eba\u306b\u5bfe\u3057\u3066\u767a\u884c\u3059\u308b\u5834\u5408\u306f\u3053\u3053\u306fOn\u304c\u671b\u307e\u3057\u3044\u3067\u3059<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u30e6\u30fc\u30b6\u30fc\u3092\u30b0\u30eb\u30fc\u30d7\u306b\u8ffd\u52a0\u300d\u3001\u300c\u30b0\u30eb\u30fc\u30d7\u306e\u4f5c\u6210\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u4f5c\u6210\u30c0\u30a4\u30a2\u30ed\u30b0\u3092\u958b\u304f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.apibank.jp\/wp-content\/uploads\/2018\/04\/04.png\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u30b0\u30eb\u30fc\u30d7\u540d\u300d\u306b\u300cAdmin\u300d\u3068\u5165\u529b\u5f8c\u3001\u30dd\u30ea\u30b7\u30fc\u4e00\u89a7\u304b\u3089\u300cAdministratorAccess\u300d\u3092\u9078\u629e\u3057\u3001\u300c\u30b0\u30eb\u30fc\u30d7\u306e\u4f5c\u6210\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.apibank.jp\/wp-content\/uploads\/2018\/04\/05.png\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u6210\u3057\u305f\u30b0\u30eb\u30fc\u30d7\u3092\u9078\u629e\u3057\u3001\u300c\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\uff1a\u78ba\u8a8d\u300d\u3092\u30af\u30ea\u30c3\u30af<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.apibank.jp\/wp-content\/uploads\/2018\/04\/06.png\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u30e6\u30fc\u30b6\u306e\u4f5c\u6210\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.apibank.jp\/wp-content\/uploads\/2018\/04\/07.png\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u753b\u9762\u306b\u8868\u793a\u3055\u308c\u308b\u300c\u30a2\u30af\u30bb\u30b9\u30ad\u30fcID\u300d\u300c\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u300d\u306f\u3069\u3053\u304b\u306b\u30e1\u30e2\u3063\u3066\u304a\u304f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.apibank.jp\/wp-content\/uploads\/2018\/04\/08.png\" alt=\"\"\/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">AWS Command Line Interface (AWS CLI) \u3092\u8a2d\u5b9a<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u25a0pip\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">awscli\u3092\u7c21\u5358\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u70ba\u306b\u300cpip\u300d\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010command\u3011<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">sudo easy_install pip<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d0\u30fc\u30b8\u30e7\u30f3\u78ba\u8a8d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010command\u3011<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">$ pip -V\npip 9.0.2 from \/Library\/Python\/2.7\/site-packages (python 2.7)\n<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u25a0awscli\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010command\u3011<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">$ sudo pip install awscli --upgrade --user\n<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d0\u30fc\u30b8\u30e7\u30f3\u78ba\u8a8d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010command\u3011<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">$ aws --ersion\naws-cli\/1.14.58 Python\/2.7.14 Darwin\/17.4.0 botocore\/1.9.11\n<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">awscli\u306e\u8a2d\u5b9a<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">config\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3001\u30a2\u30af\u30bb\u30b9\u30ad\u30fcID\u3001\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u3001region\u3001output format\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">aws configure\nAWS Access Key ID [None]: ${\u30a2\u30af\u30bb\u30b9\u30ad\u30fcID}\nAWS Secret Access Key [None]: ${\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u30a2\u30af\u30bb\u30b9\u30ad\u30fc}\nDefault region name [None]: ap-northeast-1\nDefault output format [None]: json\n<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u203b\u4eca\u56de\u306f\u4ee5\u4e0b\u306e\u5024\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u5165\u529b\u9805\u76ee<\/th><th>\u5165\u529b\u5024<\/th><th>\u5099\u8003<\/th><\/tr><\/thead><tbody><tr><td>\u30a2\u30af\u30bb\u30b9\u30ad\u30fcID<\/td><td>${\u30a2\u30af\u30bb\u30b9\u30ad\u30fcID}<\/td><td>\u672c\u8a18\u4e8b\u3067\u53d6\u5f97\u3057\u305f\u30a2\u30af\u30bb\u30b9\u30ad\u30fcID\u3092\u8a2d\u5b9a<\/td><\/tr><tr><td>\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u30a2\u30af\u30bb\u30b9\u30ad\u30fc<\/td><td>${\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u30a2\u30af\u30bb\u30b9\u30ad\u30fc}<\/td><td>\u672c\u8a18\u4e8b\u3067\u53d6\u5f97\u3057\u305f\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u3092\u8a2d\u5b9a<\/td><\/tr><tr><td>region<\/td><td>ap-northeast-1<\/td><td>Amazon Rekognition\u304c\u4f7f\u3048\u308b\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u3042\u308c\u3070\u3069\u3053\u3067\u3082OK\u3067\u3059<\/td><\/tr><tr><td>output format<\/td><td>json<\/td><td>json\u3001text\u3001table\u304c\u6307\u5b9a\u53ef\u80fd\u3067\u3059<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"03\">API\u3092\u4f7f\u3063\u3066\u753b\u50cf\u8a8d\u8b58\u3092\u5b9f\u73fe\u3059\u308b\u30b5\u30f3\u30d7\u30ebPG\u306e\u4f5c\u6210<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\">\u74b0\u5883\u60c5\u5831<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u30bf\u30a4\u30c8\u30eb<\/th><th>\u5185\u5bb9<\/th><th>\u5099\u8003<\/th><\/tr><\/thead><tbody><tr><td>OS<\/td><td>macOS High Sierra \u30d0\u30fc\u30b8\u30e7\u30f3 10.13.2<\/td><td>\u3068\u308a\u3042\u3048\u305a\u306f\u81ea\u5206\u306e\u30de\u30b7\u30f3\u3067\u5b9f\u884c<\/td><\/tr><tr><td>\u8a00\u8a9e<\/td><td>Python 2.7.14<\/td><td>2.7.14\u3092\u5229\u7528<\/td><\/tr><tr><td>\u30e9\u30a4\u30d6\u30e9\u30ea<\/td><td>boto3<\/td><td>python\u3067AWS API\u3092\u89e6\u308b\u70ba\u306e\u30e9\u30a4\u30d6\u30e9\u30ea<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u30e9\u30a4\u30d6\u30e9\u30ea\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010command\u3011<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">$ sudo pip install boto3<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u69cb\u6210<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010treed\u3011<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">.\n\u2514\u2500\u2500 getImageDescByAR.py #\u753b\u50cf\u60c5\u5831\u3092\u53d6\u5f97\n<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u753b\u50cf\u60c5\u5831\u3092\u53d6\u5f97<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u3058\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u5185\u306esample.jpg\u306e\u753b\u50cf\u60c5\u5831\u3092\u53d6\u5f97<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010getImageDescByAR.py\u3011<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"># -*- coding: utf-8 -*-\nimport boto3\n#boto3\u306eclient\u3092\u4f5c\u6210\u3057\u3001rekognition\u3068\u30ea\u30fc\u30b8\u30e7\u30f3\u3092\u6307\u5b9a\nclient = boto3.client('rekognition','ap-northeast-1')\n# \u753b\u50cf\u8aad\u307f\u8fbc\u307f\nimg_file_path = 'sample.jpg'\nimg = open(img_file_path, 'rb')\nimg_byte = img.read()\n# rekognition\u306edetect_labels\u306b\u753b\u50cf\u30d0\u30a4\u30c8\u5217\u3092\u6e21\u3057\u3066\u30e9\u30d9\u30eb\u691c\u51fa\nresponse = client.detect_labels(\n    Image={\n        'Bytes': img_byte\n    }\n)\n# \u8fd4\u3063\u3066\u304d\u305fresponse\u304b\u3089\u753b\u50cf\u60c5\u5831\u53d6\u5f97\nfor value in response['Labels']:\n    print value['Name']\n<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u5b9f\u884c\u30b3\u30de\u30f3\u30c9<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010command\u3011<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">$ python getImageDescAR.py\n<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010command\u3011<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">$ python getImageDescAR.py\nHuman\nPeople\nPerson\nClown\nPerformer\nClothing\nGown\nKimono\nRobe\nHead\nJewelry\nOrnament\nTiara\nFace\nFemale\nGirl\nWoman\nAccessories\nCrowd\nFestival\nCostume\n<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u25a0\u5229\u7528\u3057\u305f\u753b\u50cf\u306f\u3053\u3061\u3089<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.apibank.jp\/wp-content\/uploads\/2018\/03\/sample.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"04\">\u4f7f\u3063\u3066\u307f\u305f\u611f\u60f3<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\">\u6e96\u5099<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">AWS\u306e\u30b5\u30a4\u30c8\u4e0a\u3067\u306e\u6e96\u5099\u306f\u3059\u3050\u306b\u7d42\u308f\u308a\u307e\u3057\u305f\u304c\u3001\u305d\u306e\u5f8c\u306eawscli\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u9762\u5012\u3067\u5c11\u3057\u624b\u9593\u53d6\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u958b\u767a<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">S3\u4e0a\u306b\u3042\u308b\u30d5\u30a1\u30a4\u30eb\u3092\u89e3\u6790\u3059\u308b\u30b5\u30f3\u30d7\u30eb\u306f\u8272\u3005\u898b\u3064\u304b\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u306e\u753b\u50cf\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u89e3\u6790\u3059\u308b\u30b5\u30f3\u30d7\u30eb\u306e\u6570\u304c\u5c11\u306a\u304f\u3001\u3069\u3046\u3044\u3046\u5f62\u5f0f\u3067\u753b\u50cf\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u304b\u3092boto3\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u898b\u306a\u304c\u3089\u8a66\u3057\u3066\u307f\u305f\u306e\u3067\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3057\u305f\u304c\u3001\u306a\u3093\u3068\u304b\u89e3\u6c7a\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u203b\u65e5\u672c\u8a9e\u60c5\u5831\u3067\u306f\u300cbase64\u30a8\u30f3\u30b3\u30fc\u30c9\u304c\u5fc5\u8981\u300d\u3063\u3066\u66f8\u3044\u3066\u3042\u308b\u3068\u3053\u308d\u3082\u3042\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u5b9f\u969b\u306b\u306f\u4e0d\u8981\u3067\u3057\u305f\u3002<br>\u305f\u3060\u3001\u3084\u308a\u304b\u305f\u3055\u3048\u308f\u304b\u3063\u3066\u3057\u307e\u3048\u3070boto3\u3092\u4f7f\u3063\u3066\u3059\u3050\u306b\u958b\u767a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u7cbe\u5ea6<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a8d\u8b58\u78ba\u5ea6\u9806\u306b\u4e26\u3093\u3067\u3044\u308b\u306e\u3067\u3001\u5f53\u305f\u308a\u524d\u306e\u8a8d\u8b58\uff08\u300cHuman\u300d\u300cPeople\u300d\u3068\u304b\uff09\u304c\u4e0a\u306b\u304d\u3066\u3044\u307e\u3059\u304c\u3001\u4e0b\u306e\u65b9\u306b\u306f<br>\u300cKimono\u300d\u306e\u3088\u3046\u306b\u753b\u50cf\u306e\u7279\u8272\u3092\u8868\u3059\u3088\u3046\u306a\u5358\u8a9e\u304c\u3067\u3066\u304d\u3066\u3044\u307e\u3059\u3002<br>\u305f\u3060\u3001\u3053\u306e\u753b\u50cf\u3067\u3042\u308c\u3070\u300cgeisha\u300d\u306f\u5165\u3063\u3066\u304d\u3066\u6b32\u3057\u304b\u3063\u305f\u30fb\u30fb\u30fb<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li><a href=\"https:\/\/www.apibank.jp\/use_google-cloud-vision\/\">\u753b\u50cf\u8a8d\u8b58API\u4f7f\u3063\u3066\u307f\u305f\uff08\uff11\uff09Google Cloud Vision<\/a><\/li><li><a href=\"#\">\u753b\u50cf\u8a8d\u8b58API\u4f7f\u3063\u3066\u307f\u305f\uff08\uff12\uff09Amazon Rekognition<\/a><\/li><li>\u753b\u50cf\u8a8d\u8b58API\u4f7f\u3063\u3066\u307f\u305f\uff08\uff13\uff09Microsoft Azure Computer Vision\u3000\uff08\u8fd1\u65e5\u516c\u958b\u4e88\u5b9a\uff09<\/li><\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u4eca\u56de\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u50cf\u8a8d\u8b58API\u306e1\u3064\u3067\u3042\u308bAmazon Rekognition\u3092\u4f7f\u3063\u3066Google Cloud Vision\u306e\u3068\u304d\u3068\u540c\u3058\u753b\u50cf\u3067\u753b\u50cf\u8a8d\u8b58\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"author":1,"featured_media":178,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4,24],"tags":[97,66,78],"class_list":["post-192","post","type-post","status-publish","format-standard","has-post-thumbnail","category-howto-use","category-image","tag-amazon-rekognition","tag-aws","tag-pickup"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.apibank.jp\/contents\/wp-json\/wp\/v2\/posts\/192","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.apibank.jp\/contents\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.apibank.jp\/contents\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.apibank.jp\/contents\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.apibank.jp\/contents\/wp-json\/wp\/v2\/comments?post=192"}],"version-history":[{"count":1,"href":"https:\/\/www.apibank.jp\/contents\/wp-json\/wp\/v2\/posts\/192\/revisions"}],"predecessor-version":[{"id":193,"href":"https:\/\/www.apibank.jp\/contents\/wp-json\/wp\/v2\/posts\/192\/revisions\/193"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.apibank.jp\/contents\/wp-json\/wp\/v2\/media\/178"}],"wp:attachment":[{"href":"https:\/\/www.apibank.jp\/contents\/wp-json\/wp\/v2\/media?parent=192"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.apibank.jp\/contents\/wp-json\/wp\/v2\/categories?post=192"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.apibank.jp\/contents\/wp-json\/wp\/v2\/tags?post=192"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}