{"id":3313,"date":"2019-03-10T23:58:31","date_gmt":"2019-03-10T14:58:31","guid":{"rendered":"https:\/\/bigriver.jp\/?p=3313"},"modified":"2020-05-09T04:43:16","modified_gmt":"2020-05-08T19:43:16","slug":"image-search%e3%82%92%e4%bd%bf%e3%81%a3%e3%81%a6%e3%81%bf%e3%82%8b4-%e8%a9%95%e4%be%a1%e3%82%b9%e3%82%b3%e3%82%a2%e7%b7%a8","status":"publish","type":"post","link":"https:\/\/www.bigriver.jp\/?p=3313","title":{"rendered":"Image Search\u3092\u4f7f\u3063\u3066\u307f\u308b#4 \u8a55\u4fa1\u30b9\u30b3\u30a2\u7de8"},"content":{"rendered":"\n<p>\u753b\u50cf\u691c\u7d22\u30b5\u30fc\u30d3\u30b9\u306eImage Search\u3067\u3059\u304c\u3001\u985e\u4f3c\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306e\u8a55\u4fa1\u30b9\u30b3\u30a2\u306f\u3069\u3053\u3092\u78ba\u8a8d\u3059\u308c\u3070\u3088\u3044\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n\n\n\n<p> \u7b54\u3048\u306f\u201d\u201csortExprValues\u201d\u304c\u8a55\u4fa1\u30b9\u30b3\u30a2\u3067\u3059\u3002 <\/p>\n\n\n\n<p> \u5177\u4f53\u7684\u306b\u306fInternational\u30b5\u30a4\u30c8\u306eImage Search\u306eFAQ\u306b\u8a18\u8f09\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><strong>How to interpret the SortExprValues value in the search result?<br><\/strong><\/p><p>The SortExprValues value is a pair of two values, separated with a semicolon (;). The first value is a score that indicates the relevance. The higher the value, the more relevant the found image is to the search image. The relevance value falls in the range of [0, 7.33136443711219e+24]. When the result image is identical to the search image, the relevance value is the maximum value 7.33136443711219e+24. The second value is the Hamming distance between the search image and the result image in terms of their feature vectors. The higher the value, the less relevant the found image is to the search image. The sorting algorithm is based on the first value. Image Search does not provide an empirical threshold value for you to determine whether two images are generally relevant. <\/p><cite>https:\/\/www.alibabacloud.com\/help\/doc-detail\/66610.htm?spm=a2c63.l28256.b99.46.32e73015cykqjy<\/cite><\/blockquote>\n\n\n\n<p>\u62d9\u3044\u82f1\u8a9e\u529b\u3067\u3059\u304c\u8a33\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"is-style-sango-list-main-color wp-block-list\"><li>SortExprValues\u306e\u5024\u306f\u3001\u30bb\u30df\u30b3\u30ed\u30f3\uff08;\uff09\u3067\u533a\u5207\u3089\u308c\u305f2\u3064\u306e\u5024\u306e\u30da\u30a2<\/li><li>1\u756a\u76ee\u306e\u5024\u306f\u95a2\u9023\u6027\u3092\u793a\u3059\u30b9\u30b3\u30a2<ul><li>\u5024\u304c\u9ad8\u3044\u307b\u3069\u95a2\u9023\u6027\u304c\u9ad8\u3044<\/li><li>\u201d0\uff5e7.33136443711219e + 24\u201d\u306e\u7bc4\u56f2\u5185<\/li><li>\u691c\u7d22\u30ad\u30fc\u3068\u3057\u305f\u753b\u50cf\u3068\u7d50\u679c\u306e\u753b\u50cf\u304c\u540c\u4e00\u306e\u5834\u5408\u306f\u6700\u5927\u5024\u306e\u201d7.33136443711219e + 24\u201d\u3068\u306a\u308b<\/li><li>\u691c\u7d22\u7d50\u679c\u306f1\u756a\u76ee\u306e\u5024\u3067\u6c7a\u3081\u3066\u3044\u308b<\/li><\/ul><\/li><li>2\u756a\u76ee\u306e\u5024\u306f\u305d\u308c\u3089\u306e\u7279\u5fb4\u30d9\u30af\u30c8\u30eb\u306b\u95a2\u3059\u308b\u691c\u7d22\u753b\u50cf\u3068\u7d50\u679c\u753b\u50cf\u306e\u9593\u306e\u30cf\u30df\u30f3\u30b0\u8ddd\u96e2<ul><li>\u5024\u304c\u9ad8\u3044\u307b\u3069\u95a2\u9023\u6027\u304c\u4f4e\u3044<\/li><\/ul><\/li><li>Image Search\u3067\u306f2\u3064\u306e\u753b\u50cf\u304c\u4e00\u822c\u7684\u306b\u95a2\u9023\u6027\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306e\u7d4c\u9a13\u7684\u306a\u3057\u304d\u3044\u5024\u306f\u63d0\u4f9b\u3055\u308c\u307e\u305b\u3093\u3002<\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u30dd\u30a4\u30f3\u30c8\u306f SortExprValues\u306f2\u3064\u306e\u5024\u306e\u30da\u30a2\u3067\u30011\u756a\u76ee\u306e\u5024\u304c\u9ad8\u3044\u307b\u3069\u691c\u7d22\u30ad\u30fc\u306e\u753b\u50cf\u3068\u7d50\u679c\u306e\u753b\u50cf\u306e\u95a2\u9023\u6027\u304c\u9ad8\u304f\u3001\u307e\u305f\u3001\u691c\u7d22\u7d50\u679c\u306e\u9806\u4f4d\u3082\u9ad8\u304f\u306a\u308b\u3068\u306e\u3053\u3068\u3002 <\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u306e\u89b3\u70b9\u3067\u518d\u5ea6\u3001Image Search\u306e\u623b\u308a\u5024\u3092\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u306e\u8a18\u4e8b\u3067\u6700\u521d\u306e\u30c6\u30b9\u30c8\u306e\u7d50\u679c\u306f\u4ee5\u4e0b\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed-wordpress wp-block-embed is-type-wp-embed is-provider-alibaba-cloud\u306e\u5099\u5fd8\u30ed\u30b0\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"Gy6KtxVgif\"><a href=\"https:\/\/bigriver.jp\/?p=3271\">Image Search\u3092\u4f7f\u3063\u3066\u307f\u308b#3 \u30b3\u30f3\u30bd\u30fc\u30eb\u304b\u3089\u306e\u30c6\u30b9\u30c8\u7de8<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" src=\"https:\/\/bigriver.jp\/?p=3271&#038;embed=true#?secret=Gy6KtxVgif\" data-secret=\"Gy6KtxVgif\" width=\"600\" height=\"338\" title=\"&#8220;Image Search\u3092\u4f7f\u3063\u3066\u307f\u308b#3 \u30b3\u30f3\u30bd\u30fc\u30eb\u304b\u3089\u306e\u30c6\u30b9\u30c8\u7de8&#8221; &#8212; Alibaba Cloud\u306e\u5099\u5fd8\u30ed\u30b0\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n<div id=\"\">\n<table class=\"wp-block-table\"><tbody><tr><td> {<br>\u201cdata\u201d: {<br>\u201cresult\u201d: {<br>\u201cauctions\u201d: [<br>{<br>\u201ccatId\u201d: \u201c8\u201d,<br>\u201ccustContent\u201d: \u201ck1:v1,k2:v2,k3:v3\u201d,<br>\u201citemId\u201d: \u201c16\u201d,<br>\u201cpicName\u201d: \u201c16.jpg\u201d,<br>\u201csortExprValues\u201d: \u201c5.37633353624177e+24;0\u201d<br>},<br>{<br>\u201ccatId\u201d: \u201c8\u201d,<br>\u201ccustContent\u201d: \u201ck1:v1,k2:v2,k3:v3\u201d,<br>\u201citemId\u201d: \u201c15\u201d,<br>\u201cpicName\u201d: \u201c15.jpg\u201d,<br>\u201csortExprValues\u201d: \u201c85.3700790405273;176\u201d<br>},<br>{<br>\u201ccatId\u201d: \u201c8\u201d,<br>\u201ccustContent\u201d: \u201ck1:v1,k2:v2,k3:v3\u201d,<br>\u201citemId\u201d: \u201c14\u201d,<br>\u201cpicName\u201d: \u201c14.jpg\u201d,<br>\u201csortExprValues\u201d: \u201c35.7254829406738;171\u201d<br>},<br>{<br>\u201ccatId\u201d: \u201c8\u201d,<br>\u201ccustContent\u201d: \u201ck1:v1,k2:v2,k3:v3\u201d,<br>\u201citemId\u201d: \u201c13\u201d,<br>\u201cpicName\u201d: \u201c13.jpg\u201d,<br>\u201csortExprValues\u201d: \u201c25.9466323852539;175\u201d<br>},<br>{<br>\u201ccatId\u201d: \u201c8\u201d,<br>\u201ccustContent\u201d: \u201ck1:v1,k2:v2,k3:v3\u201d,<br>\u201citemId\u201d: \u201c17\u201d,<br>\u201cpicName\u201d: \u201c17.jpg\u201d,<br>\u201csortExprValues\u201d: \u201c4.06835699081421;220\u201d<br>},<br>{<br>\u201ccatId\u201d: \u201c8\u201d,<br>\u201ccustContent\u201d: \u201ck1:v1,k2:v2,k3:v3\u201d,<br>\u201citemId\u201d: \u201c12\u201d,<br>\u201cpicName\u201d: \u201c12.jpg\u201d,<br>\u201csortExprValues\u201d: \u201c4.00491619110107;225\u201d<br>},<br>{<br>\u201ccatId\u201d: \u201c8\u201d,<br>\u201ccustContent\u201d: \u201ck1:v1,k2:v2,k3:v3\u201d,<br>\u201citemId\u201d: \u201c19\u201d,<br>\u201cpicName\u201d: \u201c19.jpg\u201d,<br>\u201csortExprValues\u201d: \u201c3.7469220161438;218\u201d<br>},<br>{<br>\u201ccatId\u201d: \u201c8\u201d,<br>\u201ccustContent\u201d: \u201ck1:v1,k2:v2,k3:v3\u201d,<br>\u201citemId\u201d: \u201c18\u201d,<br>\u201cpicName\u201d: \u201c18.jpg\u201d,<br>\u201csortExprValues\u201d: \u201c3.5771472454071;225\u201d<br>},<br>{<br>\u201ccatId\u201d: \u201c8\u201d,<br>\u201ccustContent\u201d: \u201ck1:v1,k2:v2,k3:v3\u201d,<br>\u201citemId\u201d: \u201c21\u201d,<br>\u201cpicName\u201d: \u201c21.jpg\u201d,<br>\u201csortExprValues\u201d: \u201c3.56994247436523;240\u201d<br>},<br>{<br>\u201ccatId\u201d: \u201c8\u201d,<br>\u201ccustContent\u201d: \u201ck1:v1,k2:v2,k3:v3\u201d,<br>\u201citemId\u201d: \u201c3\u201d,<br>\u201cpicName\u201d: \u201c3.jpg\u201d,<br>\u201csortExprValues\u201d: \u201c3.37384438514709;201\u201d<br>}<br>],<br>\u201ccode\u201d: 0,<br>\u201chead\u201d: {<br>\u201cdocsFound\u201d: 21,<br>\u201cdocsReturn\u201d: 10,<br>\u201csearchTime\u201d: 183<br>},<br>\u201cmessage\u201d: \u201csuccess\u201d,<br>\u201cpicInfo\u201d: {<br>\u201callCategory\u201d: [<br>{<br>\u201cid\u201d: \u201c0\u201d,<br>\u201cname\u201d: \u201cTops\u201d<br>},<br>{<br>\u201cid\u201d: \u201c1\u201d,<br>\u201cname\u201d: \u201cDress\u201d<br>},<br>{<br>\u201cid\u201d: \u201c2\u201d,<br>\u201cname\u201d: \u201cBottoms\u201d<br>},<br>{<br>\u201cid\u201d: \u201c3\u201d,<br>\u201cname\u201d: \u201cBag\u201d<br>},<br>{<br>\u201cid\u201d: \u201c4\u201d,<br>\u201cname\u201d: \u201cShoes\u201d<br>},<br>{<br>\u201cid\u201d: \u201c5\u201d,<br>\u201cname\u201d: \u201cAccessories\u201d<br>},<br>{<br>\u201cid\u201d: \u201c6\u201d,<br>\u201cname\u201d: \u201cSnack\u201d<br>},<br>{<br>\u201cid\u201d: \u201c7\u201d,<br>\u201cname\u201d: \u201cMakeup\u201d<br>},<br>{<br>\u201cid\u201d: \u201c8\u201d,<br>\u201cname\u201d: \u201cBottle\u201d<br>},<br>{<br>\u201cid\u201d: \u201c9\u201d,<br>\u201cname\u201d: \u201cFurniture\u201d<br>},<br>{<br>\u201cid\u201d: \u201c20\u201d,<br>\u201cname\u201d: \u201cToy\u201d<br>},<br>{<br>\u201cid\u201d: \u201c21\u201d,<br>\u201cname\u201d: \u201cUnderwear\u201d<br>},<br>{<br>\u201cid\u201d: \u201c22\u201d,<br>\u201cname\u201d: \u201cDigital device\u201d<br>},<br>{<br>\u201cid\u201d: \u201c88888888\u201d,<br>\u201cname\u201d: \u201cOther\u201d<br>}<br>],<br>\u201ccategory\u201d: \u201c8\u201d,<br>\u201cregion\u201d: \u201c26,178,27,289\u201d<br>},<br>\u201crequestId\u201d: \u201c8E22BB97-F36C-47C0-94D9-ECF4D9ED2C84\u201d,<br>\u201csuccess\u201d: true<br>}<br>},<br>\u201csuccess\u201d: true<br>} <\/td><\/tr><\/tbody><\/table>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<p>\u307e\u305a\u3001\u6700\u521d\u306b\u898b\u308b\u3079\u304d\u306f\u4ee5\u4e0b\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"is-style-sango-list-main-color wp-block-list\"><li>docsFound\u306fImage Search\u306b\u767b\u9332\u3055\u308c\u3066\u3044\u308b\u753b\u50cf\u7dcf\u6570<\/li><li>docsReturn\u306f\u691c\u7d22\u3067\u95a2\u9023\u6027\u304c\u3042\u308b\u3068\u5224\u65ad\u3055\u308c\u305f\u753b\u50cf\u6570<\/li><li>searchTime\u306f\u691c\u7d22\u6642\u9593<\/li><\/ul>\n\n\n<div id=\"\">\n<table class=\"wp-block-table\"><tbody><tr><td> \u201chead\u201d: {<br>\u201cdocsFound\u201d: 21,<br>\u201cdocsReturn\u201d: 10,<br>\u201csearchTime\u201d: 183<br>}, <\/td><\/tr><\/tbody><\/table>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001 21\u500b\u306e\u7dcf\u6570\u304b\u308910\u500b\u304c\u95a2\u9023\u6027\u304c\u3042\u308b\u3068\u5224\u65ad\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3000\u3053\u306e10\u500b\u306e\u753b\u50cf\u306b\u3064\u3044\u3066\u3001\u201dsortExprValues\u201d\u3092\u4e26\u3079\u3066\u6bd4\u8f03\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n<div id=\"\">\n<table class=\"wp-block-table\"><tbody><tr><td><strong>Search Rank<\/strong><\/td><td><strong>itemId<\/strong><\/td><td><strong>sortExprValues\u306e1\u756a\u76ee\u306e\u5024<\/strong><\/td><\/tr><tr><td>1<\/td><td>16<\/td><td>5.37633353624177e+24<\/td><\/tr><tr><td>2<\/td><td>15<\/td><td>85.3700790405273<\/td><\/tr><tr><td>3<\/td><td>14<\/td><td>35.7254829406738<\/td><\/tr><tr><td>4<\/td><td>13<\/td><td>25.9466323852539<\/td><\/tr><tr><td>5<\/td><td>17<\/td><td>4.06835699081421<\/td><\/tr><tr><td>6<\/td><td>12<\/td><td>4.00491619110107<\/td><\/tr><tr><td>7<\/td><td>19<\/td><td>3.7469220161438<\/td><\/tr><tr><td>8<\/td><td>18<\/td><td>3.5771472454071<\/td><\/tr><tr><td>9<\/td><td>21<\/td><td>3.56994247436523<\/td><\/tr><tr><td>10<\/td><td>3<\/td><td>3.37384438514709<\/td><\/tr><\/tbody><\/table>\n<\/div>\n\n\n<p>\u8868\u306b\u3057\u3066\u307f\u308b\u3068\u4e00\u76ee\u77ad\u7136\u306a\u306e\u3067\u3059\u304c\u691c\u7d22\u7d50\u679c\u306e1\u4f4d\u30682\u4f4d\u3068\u3067\u306fsortExprValues\u306e\u5024\u306f\u5927\u304d\u306a\u5dee\u7570\u304c\u3042\u308a\u307e\u3059\u30021\u4f4d\u306f\u7d045.4e+24\u30012\u4f4d\u306f85.3\u3067\u3059\u3002\u3000\u691c\u7d22\u7d50\u679c\u3068\u3057\u306610\u500b\u306e\u5fdc\u7b54\u304c\u3042\u308a\u307e\u3057\u305f\u304c\u305d\u306e\u9806\u4f4d\u306f\u305d\u306e\u307e\u307e\u53d7\u3051\u53d6\u308b\u308f\u3051\u306b\u306f\u3044\u304b\u306a\u3044\u3088\u3046\u3067\u3059\u3002\u3000\u4e0a\u8a18\u306e\u7d50\u679c\u3067\u3044\u3048\u3070\u30011\u4f4d\u30682\u4f4d\u306e\u9593\u306b\u306f\u3068\u3066\u3064\u3082\u306a\u3044\u5dee\u304c\u3042\u308b\u308f\u3051\u3067\u3059\uff08e+24\uff09\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u524d\u56de\u306e\u8a18\u4e8b\u3067\u306fImage Search\u304b\u3089\u5fdc\u7b54\u304c\u3055\u308c\u305f\u753b\u50cf\u3092\u5358\u7d14\u306b1\u4f4d\u30012\u4f4d\u30013\u4f4d\u3068\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u5b9f\u969b\u306e\u5229\u7528\u30b7\u30fc\u30f3\u3067\u306f sortExprValues\u306e\u5024\u3092\u5224\u65ad\u3057\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306b\u8868\u793a\u3059\u308b\u304b\u3069\u3046\u304b\u306e\u30ed\u30b8\u30c3\u30af\u306e\u8ffd\u52a0\u304c\u5fc5\u8981\u3068\u8a00\u3048\u307e\u3059\u3002\u3000\u307e\u305f\u3001\u3053\u306e\u3068\u304d\u306e\u95be\u5024\u306fPoC\u3084\u5229\u7528\u7528\u9014\u306b\u5fdc\u3058\u3066\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u8005\u5074\u3067\u5224\u65ad\u3001\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u305d\u3046\u3067\u3059\u3002 <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u753b\u50cf\u691c\u7d22\u30b5\u30fc\u30d3\u30b9\u306eImage 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