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    [原]Cognitive Services API 系列-- 使用计算机视觉api完成图片分类

    csharp25发表于 2017-01-30 20:41:34
    love 0
    1. 打开api调试console
    https://dev.projectoxford.ai/docs/services/56f91f2d778daf23d8ec6739/operations/56f91f2e778daf14a499e1fa/console


    2. 输入api key


    3. api url:
    https://westus.api.cognitive.microsoft.com/vision/v1.0/analyze?visualFeatures=Categories&language=en


    4. HTTP请求
    POST https://westus.api.cognitive.microsoft.com/vision/v1.0/analyze?visualFeatures=Categories&language=en HTTP/1.1
    Content-Type: application/json
    Host: westus.api.cognitive.microsoft.com
    Ocp-Apim-Subscription-Key: ••••••••••••••••••••••••••••••••
    
    
    {"url":"https://petapixel.com/assets/uploads/2012/02/sample1_mini.jpg"}




    测试图片:



    5. HTTP 返回
    Pragma: no-cache
    apim-request-id: b8d77215-b7ed-4c78-b091-105821cd0839
    Strict-Transport-Security: max-age=31536000; includeSubDomains; preload
    Cache-Control: no-cache
    Date: Sat, 21 Jan 2017 08:09:42 GMT
    X-AspNet-Version: 4.0.30319
    X-Powered-By: ASP.NET
    Content-Length: 201
    Content-Type: application/json; charset=utf-8
    Expires: -1
    
    
    {
      "categories": [
        {
          "name": "sky_object",
          "score": 0.87109375
        },
        {
          "name": "outdoor_",
          "score": 0.00390625
        }
      ],
      "requestId": "b8d77215-b7ed-4c78-b091-105821cd0839",
      "metadata": {
        "width": 465,
        "height": 620,
        "format": "Jpeg"
      }
    }




    返回值为一个类别数组,表示所传递图片所属哪些类别。score是一个0到1的信心分数,越接近1越准确。对于这个例子而言,返回类别为outdoor和sky_object。



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