{"id":200,"date":"2018-04-25T16:31:57","date_gmt":"2018-04-25T07:31:57","guid":{"rendered":"https:\/\/wp.apibank.jp\/contents\/?p=200"},"modified":"2020-11-05T16:36:55","modified_gmt":"2020-11-05T07:36:55","slug":"use-azure-computer-vision","status":"publish","type":"post","link":"https:\/\/www.apibank.jp\/contents\/howto-use\/use-azure-computer-vision\/","title":{"rendered":"\u753b\u50cf\u8a8d\u8b58API\u4f7f\u3063\u3066\u307f\u305f\uff08\uff13\uff09Microsoft Azure Computer Vision API"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u524d\u3005\u56de\u306e\u8a18\u4e8b\u3067\u306f<a href=\"\/use_google-cloud-vision\/\">Google Cloud Vision<\/a>\u3001\u524d\u56de\u306f\u540c\u3058\u753b\u50cf\u3092\u4f7f\u3063\u3066<a href=\"\/use_amzon-rekognition\/\">Amazon Rekognition<\/a>\u3067\u753b\u50cf\u8a8d\u8b58\u3092\u8a66\u3057\u3066\u307f\u307e\u3057\u305f\u3002<br><br>\u4eca\u56de\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u50cf\u8a8d\u8b58API\u306e1\u3064\u3067\u3042\u308bMicrosoft Azure Computer Vision API\u3092\u4f7f\u3063\u3066\u3001\u540c\u3058\u753b\u50cf\u3067\u753b\u50cf\u8a8d\u8b58\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001<a href=\"\/use_google-cloud-vision\/\">Google Cloud Vision<\/a>\u3001<a href=\"\/use_amzon-rekognition\/\">Amazon Rekognition<\/a>\u3001Microsoft Azure Computer Vision\u306e3\u3064\u306e\u753b\u50cf\u8a8d\u8b58API\u3092\u4f7f\u3063\u3066\u307f\u305f\u611f\u60f3\u3092\u6700\u5f8c\u306b\u307e\u3068\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u76ee\u6b21<\/h3>\n\n\n\n<ol class=\"contents_list wp-block-list\"><li><a href=\"#01\">Computer Vision API\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><li><a href=\"#05\">\uff13\u3064\u306e\u753b\u50cf\u8a8d\u8b58API\u3092\u4f7f\u3063\u3066\u307f\u305f\u611f\u60f3<\/a><\/li><\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"01\">Computer Vision API\u306b\u3064\u3044\u3066<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Computer Vision API\u306fMicrosoft Azure\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<ul class=\"basic_list 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\u300c\u753b\u50cf\u306e\u5206\u6790\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\">Azure\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>\u3053\u3053\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001Azure\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u203b\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u5f8c1\u30f6\u6708\u9593\u4f7f\u3048\u308b\u30af\u30fc\u30dd\u30f3\u304c\u4ed8\u4e0e\u3055\u308c\u307e\u3059\u304c\u30011\u30f6\u6708\u7d4c\u904e\u5f8c\u306f\u4f7f\u3048\u306a\u304f\u306a\u308b\u306e\u3067\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Computer Vision API\u306e\u6709\u52b9\u5316<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u6210\u3057\u305fAzure\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u30ed\u30b0\u30a4\u30f3\u3057\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u958b\u304f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/01-1.png\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u30ea\u30bd\u30fc\u30b9\u306e\u4f5c\u6210\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u5f8c\u3001\u300cAI + Cognitive Services\u300d\u300cComputer Vision API\u300d\u3092\u9078\u629e\u3057\u3001\u65b0\u898f\u4f5c\u6210\u753b\u9762\u3092\u958b\u304f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/02-1.png\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5fc5\u8981\u9805\u76ee\u3092\u5165\u529b\u3057\u3066\u3001\u300c\u4f5c\u6210\u300d\u3092\u30af\u30ea\u30c3\u30af<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/03-1.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 board_list\"><table><thead><tr><th>\u5165\u529b\u9805\u76ee<\/th><th>\u5165\u529b\u5024<\/th><th>\u5099\u8003<\/th><\/tr><\/thead><tbody><tr><td>Name<\/td><td>test<\/td><td>\u306a\u3093\u3067\u3082OK<\/td><\/tr><tr><td>\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3<\/td><td>\u9078\u629e\u80a2\u306b\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3067\u3042\u308c\u3070\u306a\u3093\u3067\u3082OK<\/td><td>\u3053\u3053\u3067\u9078\u629e\u80a2\u304c\u51fa\u3066\u3053\u306a\u3044\u5834\u5408\u306f\u652f\u6255\u3044\u60c5\u5831\u304c\u767b\u9332\u3055\u308c\u3066\u3044\u306a\u3044\u306e\u3067\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u60c5\u5831\u304b\u3089\u767b\u9332\u3057\u3066\u304f\u3060\u3055\u3044<\/td><\/tr><tr><td>\u5834\u6240<\/td><td>\u6771\u30a2\u30b8\u30a2<\/td><td>\u306a\u3093\u3067\u3082OK<\/td><\/tr><tr><td>\u4fa1\u683c\u30ec\u30d9\u30eb<\/td><td>F0<\/td><td>\u56de\u6570\u306e\u5236\u7d04\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u7121\u6599\u3067\u8a66\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059<\/td><\/tr><tr><td>Resource group<\/td><td>test_group<\/td><td>\u306a\u3093\u3067\u3082OK<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u518d\u3073\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u300c\u5168\u3066\u306e\u30ea\u30bd\u30fc\u30b9\u300d\u3092\u9078\u629e\u80a2\u3001\u5148\u7a0b\u4f5c\u6210\u3057\u305f\u300ctest\u300d\u30ea\u30bd\u30fc\u30b9\u3092\u9078\u629e<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/04-1.png\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Overviews\u3092\u9078\u629e\u3057\u3001\u753b\u9762\u306b\u8868\u793a\u3055\u308c\u308b\u300cEndpoint\u300d\u3092\u3069\u3053\u304b\u306b\u30e1\u30e2\u3063\u3066\u304a\u304f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/05-1.png\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Keys\u3092\u9078\u629e\u3057\u3001\u753b\u9762\u306b\u8868\u793a\u3055\u308c\u308b\u300cNAME\u300d\u300cKEY 1\u300d\u300cKEY 2\u300d\u3092\u3069\u3053\u304b\u306b\u30e1\u30e2\u3063\u3066\u304a\u304f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/06-1.png\" alt=\"\"\/><\/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 board_list\"><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>\u3068\u308a\u3042\u3048\u305a\u4f7f\u3063\u3066\u307f\u305f\u304b\u3063\u305fpython\u3067\u3001mac\u306b\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u5165\u3063\u3066\u3044\u305f2.7.10\u3092\u5229\u7528<\/td><\/tr><tr><td>\u30e9\u30a4\u30d6\u30e9\u30ea<\/td><td>requests<\/td><td>Rest API\u64cd\u4f5c\u3092\u7c21\u5358\u306b\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea<\/td><\/tr><tr><td>\u30e9\u30a4\u30d6\u30e9\u30ea<\/td><td>json<\/td><td>json\u64cd\u4f5c\u3092\u7c21\u5358\u306b\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea<\/td><\/tr><tr><td>\u30e9\u30a4\u30d6\u30e9\u30ea<\/td><td>config<\/td><td>\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u64cd\u4f5c\u3092\u7c21\u5358\u306b\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">pip\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e9\u30a4\u30d6\u30e9\u30ea\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 lang-php\">sudo easy_install pip\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 lang-php\"> $ pip -V\n pip 9.0.3 from \/Users\/teppei\/.pyenv\/versions\/2.7.14\/lib\/python2.7\/site-packages (python 2.7)\n<\/pre>\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 lang-php\">$ sudo pip install requests json config\n<\/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\">\u3010tree\u3011<\/p>\n\n\n\n<pre class=\"wp-block-preformatted lang-php\"> .\n \u251c\u2500\u2500 config.py #\u5404\u7a2e\u30ad\u30fc\u7ba1\u7406\n \u2514\u2500\u2500 getImageDescByCVA.py #\u753b\u50cf\u60c5\u5831\u3092\u53d6\u5f97\n<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u5404\u7a2e\u30ad\u30fc\u306f\u5225\u30d5\u30a1\u30a4\u30eb\u306b\u683c\u7d0d<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010config.py\u3011<\/p>\n\n\n\n<pre class=\"wp-block-preformatted lang-php\">API_KEY = \"**********\"\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\">\u3010getImageDescByCVA.py\u3011<\/p>\n\n\n\n<pre class=\"wp-block-preformatted lang-php\"># -*- coding: utf-8 -*-\nimport requests\nimport json\nimport config\nKEY = config.API_KEY\nurl = 'https:\/\/eastasia.api.cognitive.microsoft.com\/vision\/v1.0\/analyze'\n# \u753b\u50cf\u8aad\u307f\u8fbc\u307f\nimg_file_path = 'sample.jpg'\nimg = open(img_file_path, 'rb')\nimg_byte = img.read()\n# \u30d8\u30c3\u30c0\u30fc\u4f5c\u6210\nheaders = {'Ocp-Apim-Subscription-Key': KEY, \"Content-Type\": \"application\/octet-stream\" }\nparams = {'visualFeatures': 'Categories,Description'}\n# \u30ea\u30af\u30a8\u30b9\u30c8\u767a\u884c\nres = requests.post(url, headers=headers, params=params, data=img_byte)\n# \u30ea\u30af\u30a8\u30b9\u30c8\u304b\u3089\u753b\u50cf\u60c5\u5831\u53d6\u5f97\nres_json = res.json()\ntags = res_json['description']['tags']\nfor value in tags:\n    print value\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 lang-php\"> $ python getImageDescByCVA.py\n<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u5b9f\u884c\u7d50\u679c<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u753b\u50cf\u60c5\u5831\u304c\u53d6\u5f97\u3067\u304d\u305f\uff01<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010command\u3011<\/p>\n\n\n\n<pre class=\"wp-block-preformatted lang-php\">$ python getImageDescByCVA.py\nperson\nbuilding\noutdoor\nwoman\nstanding\nholding\nwearing\ncouple\nbag\nman\ndressed\ncellphone\npeople\nphone\nwalking\nfood\nhot\nblue\nstreet\nhat\nold\ngroup\nred\nluggage\ndog\nbear\nhorse\nwhite\nstuffed\n<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u5229\u7528\u3057\u305f\u753b\u50cf\u306f\u3053\u3061\u3089<\/h4>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/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\">Azure\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u308b\u3068\u3053\u308d\u306f\u308f\u304b\u308a\u3084\u3059\u304f\u306f\u306a\u3044\u304c\u96e3\u3057\u304f\u3082\u306a\u3044\u3068\u3044\u3046\u611f\u3058\u3067\u3057\u305f\u3002<br>\u305f\u3060\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u3063\u305f\u969b\u3001\u30af\u30fc\u30dd\u30f3\u3092\u8cb0\u3048\u308b\u306e\u3067\u3059\u304c\u3001\u671f\u9650\u304c1\u30f6\u6708\u3067\u305d\u306e\u9593\u306b\u4f7f\u3044\u5207\u308c\u306a\u3044\u3068\u6d88\u3048\u3066\u3057\u307e\u3046\u306e\u3067\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u958b\u767a<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3082\u666e\u901a\u306eREST API\u306a\u306e\u3067\u7279\u306b\u8ff7\u3046\u3053\u3068\u306a\u304f\u7c21\u5358\u306b\u4f7f\u3046\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\">\u4ed6\u306e2\u3064\u3068\u6bd4\u8f03\u3057\u3066\u3042\u304d\u3089\u304b\u306b\u5b58\u5728\u3057\u306a\u3044\u3082\u306e\u306e\u304c\u4f55\u500b\u304b\u76ee\u306b\u3064\u304f\u304b\u306a\u3063\u3068\u3044\u3046\u611f\u60f3\u3067\u3059\u3002<br>\u300ccouple\u300d\u300cman\u300d\u306a\u3069\u306f\u660e\u3089\u304b\u306b\u9593\u9055\u3048\u305f\u89e3\u6790\u7d50\u679c\u306a\u306e\u3067\u3001\u3061\u3087\u3063\u3068\u307e\u3060\u307e\u3060\u306a\u306e\u304b\u306a\u30fc\u3068\u601d\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"05\">\uff13\u3064\u306e\u753b\u50cf\u8a8d\u8b58API\u3092\u4f7f\u3063\u3066\u307f\u305f\u611f\u60f3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5f8c\u306b3\u3064<br>1. Google Cloud Vision<br>2. Amazon Rekognition<br>3. Computer Vision API<br>\u306e\u753b\u50cf\u8a8d\u8b58API\u3092\u8d85\u4e3b\u89b3\u7684\u306b\u307e\u3068\u3081\u3066\u307f\u3088\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u958b\u767a\u6e96\u5099\uff0f\u958b\u767a\u306e\u3057\u3084\u3059\u3055<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u7c21\u5358\u306b\u307e\u3068\u3081\u3066\u307f\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5f62\u3067\u7c21\u5358\u306b\u8a66\u3057\u3066\u307f\u308b\u3068\u3044\u3046\u89b3\u70b9\u3067\u306f\u300c1. &gt; 2. &gt; 3.\u300d\u3068\u3044\u3046\u9806\u4f4d\u306b\u306a\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table board_list\"><table><thead><tr><th>API\u540d<\/th><th>\u30e1\u30ea\u30c3\u30c8<\/th><th>\u30c7\u30e1\u30ea\u30c3\u30c8<\/th><\/tr><\/thead><tbody><tr><td>1. Google Cloud Vision<\/td><td>\u6e96\u5099\u304c\u697d\uff08Google\u30a2\u30ab\u30a6\u30f3\u30c8\u304c\u3042\u308c\u3070OK\uff09<\/td><td>\u7279\u306b\u7121\u3057<\/td><\/tr><tr><td>2. Amazon Rekognition<\/td><td>\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3042\u308b\u306e\u3067\u7c21\u5358\u306bPG\u304c\u7d44\u3081\u308b<\/td><td>\u4ed6\u306eAWS\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9023\u643a\u524d\u63d0\u306e\u30b5\u30f3\u30d7\u30eb\u304c\u591a\u304f\u3001\u7d20\u3067\u4f7f\u3046\u306b\u306f\u5c11\u3057\u8abf\u67fb\u304c\u5fc5\u8981<\/td><\/tr><tr><td>3. Computer Vision API<\/td><td>\u7279\u306b\u306a\u3057<\/td><td>\u30a2\u30ab\u30a6\u30f3\u30c8\u6e96\u5099\u304c\u5c11\u3057\u8907\u96d1\uff08Azure\u30a2\u30ab\u30a6\u30f3\u30c8\u767b\u9332\u304cUI\u304c\u3044\u307e\u3044\u3061\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u5024\u6bb5<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u7121\u6599\u5206\u3092\u542b\u3081\u305f\u5404API\u306e\u5024\u6bb5\u3092\u307e\u3068\u3081\u3066\u307f\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u5c11\u3057Google Cloud Vision\u304c\u9ad8\u3044\u6c17\u304c\u3057\u307e\u3059\u304c\u3001\u8aa4\u5dee\u306e\u7bc4\u56f2\u3067\u3059\u304b\u306d\u3002<br><br>\u203b2018\/04\/18\u6642\u70b9<br>\u203b\u8a73\u3057\u304f\u306f\u5404API\u306e\u30b5\u30a4\u30c8\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u3053\u3067\u306e\u6bd4\u8f03\u306f\u3056\u3063\u304f\u308a\u3067\u3059\u3002<br>\u203bGoogle Cloud Vision: <a href=\"https:\/\/cloud.google.com\/vision\/pricing?hl=ja\">https:\/\/cloud.google.com\/vision\/pricing?hl=ja<\/a><br>\u203bAmazon Rekognition: <a href=\"https:\/\/aws.amazon.com\/jp\/rekognition\/pricing\/\">https:\/\/aws.amazon.com\/jp\/rekognition\/pricing\/<\/a><br>\u203bComputer Vision API: <a href=\"https:\/\/azure.microsoft.com\/ja-jp\/pricing\/details\/cognitive-services\/computer-vision\/\">https:\/\/azure.microsoft.com\/ja-jp\/pricing\/details\/cognitive-services\/computer-vision\/<\/a><\/p>\n\n\n\n<figure class=\"wp-block-table board_list\"><table><thead><tr><th>API\u540d<\/th><th>\u7121\u6599\u5206<\/th><th>1\u30ea\u30af\u30a8\u30b9\u30c8\u6bce\u306e\u5024\u6bb5<\/th><\/tr><\/thead><tbody><tr><td>1. Google Cloud Vision<\/td><td>\u6708\u306b1,000\u56de\u306e\u89e3\u6790\u306f\u7121\u6599<\/td><td>$1.50\uff08\u2252\u00a5161\uff09\/1,000\u56de\u306e\u89e3\u6790<\/td><\/tr><tr><td>2. Amazon Rekognition<\/td><td>\u6708\u306b5,000\u56de\u306e\u89e3\u6790\u306f\u7121\u6599<\/td><td>$1.30\uff08\u2252\u00a5139\uff09\/1,000\u56de\u306e\u89e3\u6790<\/td><\/tr><tr><td>3. Computer Vision API<\/td><td>\u6708\u306b5,000\u56de\u306e\u89e3\u6790\u306f\u7121\u6599<\/td><td>\u00a5112\/1,000\u56de\u306e\u89e3\u6790<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u753b\u50cf\u8a8d\u8b58\u7cbe\u5ea6<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u753b\u50cf\u89e3\u6790\u7d50\u679c\u3092\u307e\u3068\u3081\u3066\u307f\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u611f\u3058\u3067\u3001\u3053\u306e\u753b\u50cf\u306b\u306f\u300cGoogle Cloud Vision\u300d\u304c\u3042\u3063\u3066\u3044\u305f\u3093\u3060\u308d\u3046\u3068\u3044\u3046\u611f\u60f3\u3067\u3059\u3002<br>\u4ed6\u306e\u753b\u50cf\u3060\u3068\u5168\u304f\u9055\u3046\u7d50\u679c\u304c\u3067\u3066\u304f\u308b\u306e\u304b\u306f\u5c11\u3057\u6c17\u306b\u306a\u308b\u3068\u3053\u308d<\/p>\n\n\n\n<figure class=\"wp-block-table board_list\"><table><thead><tr><th>API\u540d<\/th><th>\u89e3\u6790\u7d50\u679c<\/th><th>\u8003\u5bdf<\/th><\/tr><\/thead><tbody><tr><td>1. Google Cloud Vision<\/td><td>woman, geisha, kimono, profession, costume, tradition, temple, shimada, girl<\/td><td>\u5168\u4f53\u7684\u306b\u512a\u79c0\u3002\u51fa\u3066\u304d\u305f\u5358\u8a9e\u3092\u65e5\u672c\u4eba\u306e\u50d5\u304c\u898b\u3066\u3082\u9055\u548c\u611f\u304c\u3042\u307e\u308a\u306a\u3044<\/td><\/tr><tr><td>2. Amazon Rekognition<\/td><td>Human, People, Person, Clown, Performer, Clothing, Gown, Kimono, Robe<\/td><td>\u7121\u96e3\u306a\u611f\u3058\u306e\u89e3\u6790\u7d50\u679c\u304c\u591a\u304f\u3001\u7279\u5fb4\u3092\u63b4\u3093\u3067\u3044\u308b\u3068\u306f\u8a00\u3048\u306a\u3044\u6c17\u304c\u3059\u308b\u3002\u3042\u3068\u306fClown\u3001Gown\u3001Robe\u306f\u3061\u3087\u3063\u3068\u30a4\u30de\u30a4\u30c1\u304b\u3082<\/td><\/tr><tr><td>3. Computer Vision API<\/td><td>person, building, outdoor, woman, standing, holding, wearing, couple, bag<\/td><td>\u3053\u3061\u3089\u3082\u7121\u96e3\u306a\u611f\u3058\u306e\u89e3\u6790\u7d50\u679c\u304c\u591a\u3044\u3002\u3042\u3068standing,holding,wearing\u306a\u3069\u306e\u72b6\u614b\u3092\u8868\u3059\u5358\u8a9e\u304c\u591a\u3044\u3002couple\u306f\u3069\u3046\u3060\u308d\u3046<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<ol class=\"contents_list 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=\"https:\/\/www.apibank.jp\/use_amzon-rekognition\">\u753b\u50cf\u8a8d\u8b58API\u4f7f\u3063\u3066\u307f\u305f\uff08\uff12\uff09Amazon Rekognition<\/a><\/li><li><a href=\"#\">\u753b\u50cf\u8a8d\u8b58API\u4f7f\u3063\u3066\u307f\u305f\uff08\uff13\uff09Microsoft Azure Computer Vision<\/a><\/li><\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u4eca\u56de\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u50cf\u8a8d\u8b58API\u306e1\u3064\u3067\u3042\u308bMicrosoft Azure Computer Vision API\u3092\u4f7f\u3063\u3066\u3001\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":[69,78],"class_list":["post-200","post","type-post","status-publish","format-standard","has-post-thumbnail","category-howto-use","category-image","tag-computer-vision","tag-pickup"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u4eca\u56de\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u50cf\u8a8d\u8b58API\u306e1\u3064\u3067\u3042\u308bMicrosoft Azure Computer Vision API\u3092\u4f7f\u3063\u3066\u3001\u540c\u3058\u753b\u50cf\u3067\u753b\u50cf\u8a8d\u8b58\u3092\u884c\u3044\u307e\u3059\u3002\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"admin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.apibank.jp\/contents\/howto-use\/use-azure-computer-vision\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.1.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"ja_JP\" \/>\n\t\t<meta property=\"og:site_name\" content=\"APIblog | API\u306b\u95a2\u3059\u308b\u30cb\u30e5\u30fc\u30b9\u306a\u3069\u3001\u6c17\u306b\u306a\u308b\u30cd\u30bf\u3092\u63d0\u4f9b\u3057\u307e\u3059\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\u753b\u50cf\u8a8d\u8b58API\u4f7f\u3063\u3066\u307f\u305f\uff08\uff13\uff09Microsoft Azure Computer Vision API | APIblog\" \/>\n\t\t<meta property=\"og:description\" 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API\u3092\u4f7f\u3063\u3066\u3001\u540c\u3058\u753b\u50cf\u3067\u753b\u50cf\u8a8d\u8b58\u3092\u884c\u3044\u307e\u3059\u3002\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.apibank.jp\\\/contents\\\/howto-use\\\/use-azure-computer-vision\\\/#article\",\"name\":\"\\u753b\\u50cf\\u8a8d\\u8b58API\\u4f7f\\u3063\\u3066\\u307f\\u305f\\uff08\\uff13\\uff09Microsoft Azure Computer Vision API | APIblog\",\"headline\":\"\\u753b\\u50cf\\u8a8d\\u8b58API\\u4f7f\\u3063\\u3066\\u307f\\u305f\\uff08\\uff13\\uff09Microsoft Azure Computer Vision 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