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    Single Image Moderation

    Terakhir diperbarui:2024-06-12 16:01:53
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      Feature Overview

      The image moderation API supports both sync and async GET request methods. You can use this API to perform content moderation on an image file.
      The API supports the following operations:
      Note:
      You can moderate image files stored in COS.
      You can moderate images at URLs of a third-party cloud storage vendor.
      Local image files can be moderated after being Base64-encoded by calling the API for batch image moderation.
      Detect COS images or links and recognize content that may be offensive, unsafe, or inappropriate based on the deep learning technology.
      Moderate GIF images by capturing frames.
      Recognize various non-compliant scenarios, including vulgarity, law or regulation violations, pornography, and advertising.
      Detect multiple types of objects (such as object, advertising logo, and QR code) and recognize text in images based on OCR.
      Customize moderation policies based on different business scenarios as instructed in Setting Moderation Policy.
      Customize risk libraries to filter non-compliant custom content.

      Billing Details

      Each moderation scene is billed separately. For example, if you choose to moderate one image file in two scenes involving pornography and advertising, you will be charged twice.
      Calling the API will incur image moderation fees and COS read request fees as described in Request Fees.
      If the image files are stored in COS STANDARD_IA storage class, calling the moderation API will incur STANDARD_IA data retrieval fees as described in Data Retrieval Fees.
      Image moderation is not supported for objects stored in the ARCHIVE or DEEP ARCHIVE storage classes. To moderate these objects, you first need to restore them as instructed in POST Object restore.
      Moderating audios at URLs of a third-party cloud storage vendor will incur downstream traffic fees charged by the vendor.

      Restrictions

      Supported image file size: < 32 MB. To moderate images larger than 5 MB in size, you need to use the large-image-detect parameter when calling the API.
      Supported image file resolution: a resolution of 256x256 or higher is recommended; otherwise, the recognition effect may be affected.
      Supported image file format: PNG, JPG, JPEG, BMP, GIF, or WEBP.
      Supported image URL transfer protocols: HTTP and HTTPS.
      Calling the API requires a signature. For more information, see Request Signature.

      SDK Recommendation

      COS SDK provides complete capabilities of demo, automatic integration, and signature calculation. You can easily and quickly call APIs through the SDK. For more information, see SDK Overview.

      Request

      Sample request

      GET /<ObjectKey>?ci-process=sensitive-content-recognition&detect-url=<detect-url>&interval=<interval>&max-frames=<max-frames>&biz-type=<biz-type> HTTP/1.1
      Host: <BucketName-APPID>.cos.<Region>.myqcloud.com
      Date: GMT Date
      Authorization: Auth String
      Note:
      Authorization: Auth String (see Request Signature for more information)
      When this feature is used by a sub-account, relevant permissions must be granted as instructed in Authorization Granularity Details.

      Request headers

      This API only uses common request headers. For more information, see Common Request Headers.

      Request parameters

      The parameters are as described below:
      Parameter
      Description
      Type
      Required
      ObjectKey
      Name of the image file in the COS bucket. The COS bucket is specified by Host. For example, if the file is img.jpg in the test directory in the examplebucket-1250000000 bucket in Beijing, then Host is examplebucket-1250000000.cos.ap-beijing.myqcloud.com, and ObjectKey is test/img.jpg.
      String
      No
      ci-process
      This field identifies the data processing feature, which is sensitive-content-recognition for content moderation.
      String
      Yes
      biz-type
      Unique identifier of the moderation policy. You can configure the scenes you want to moderate on the moderation policy page in the console, such as pornographic, advertising, and illegal information. For configuration guidelines, see Setting Public Moderation Policy. You can get BizType in the console. If BizType is specified, the moderation request will perform moderation based on the scenes configured in the moderation policy. If BizType is not specified, the default moderation policy will be used automatically.
      String
      No
      detect-url
      You can enter a detect-url value to moderate an image accessible over the public network.
      If detect-url is not specified, the backend will moderate by ObjectKey by default.
      If detect-url is specified, the backend will moderate by detect-url, and there is no need to enter ObjectKey.
      Sample detect-url: http://www.example.com/abc.jpg
      String
      No
      interval
      For GIF image moderation, you can use this parameter to configure the frame capturing interval. The default value is 5, indicating to capture a frame every five frames starting from the first frame (included).
      Int
      No
      max-frames
      The maximum number of frames to be captured for GIF image moderation, which must be greater than 0. The default value is 5, indicating to capture five frames at most.
      Int
      No
      large-image-detect
      Whether to compress the image that exceeds the size limit before moderation. Valid values: 0 (no), 1 (yes). Default value: 0. Note: Images up to 32 MB in size can be compressed, and image compression fees will be charged. For large animated images such as GIF, the compression time is long, which may cause the moderation to fail due to timeout.
      Int
      No
      dataid
      Image ID. This field will return the original content in the result, which can contain up to 512 bytes.
      String
      No
      async
      Whether to moderate asynchronously. Valid values: 0 (returns the result synchronously); 1 (moderates asynchronously). Default value: 0.
      Int
      No
      callback
      Callback address. The moderation result (in Detail mode) can be sent to your callback address in the form of a callback. This parameter takes effect for async moderation. Addresses starting with http:// or https:// are supported, such as http://www.callback.com.
      String
      No
      Note:
      Moderation through ObjectKey is a private network operation and will not generate public network traffic.
      Moderation through detect-url will generate public network traffic with regard to the origin where the image resides.

      Request body

      The request body of this request is empty.

      Response

      Response headers

      This API only returns Common Response Headers.

      Response body

      <RecognitionResult>
            <JobId>xxxxxxxxxxxxxxx</JobId>
            <Result>1</Result>
            <Label>Porn</Label>
            <SubLabel>SexBehavior</SubLabel>
            <Score>90</Score>
            <PornInfo>
                <Code>0</Code>
                <Msg>OK</Msg>
                <HitFlag>1</HitFlag>
                <Label>xxx</Label>
                <SubLabel>SexBehavior</SubLabel>
                <Score>100</Score>
                <OcrResults>
                  <Text></Text>
                  <Keywords></Keywords>
                  <Location>
                    <X></X>
                    <Y></Y>
                    <Width></Width>
                    <Height></Height>
                    <Rotate></Rotate>
                  </Location>
                </OcrResults>
            </PornInfo>
      </RecognitionResult>
      The response body is as described below:
      Parameter
      Type
      Description
      RecognitionResult
      Container
      Image moderation result.
      The async moderation result RecognitionResult has the following sub-nodes:
      Parameter
      Type
      Description
      DataId
      String
      Image ID. The original content will be returned in the moderation result, which can contain up to 512 bytes.
      JobId
      String
      Image moderation job ID.
      State
      String
      Status of the moderation job. Valid value: Submitted.
      Object
      String
      The name of the image file stored in the COS bucket, which will be returned if ObjectKey is selected during job creation.
      Url
      String
      The URL of the image file, which will be returned if detect-url is selected during job creation.
      The sync moderation result RecognitionResult has the following sub-nodes:
      Parameter
      Type
      Description
      DataId
      String
      Image ID. The original content will be returned in the moderation result, which can contain up to 512 bytes.
      JobId
      String
      Image moderation job ID.
      State
      String
      Status of the moderation job. Valid value: Success.
      Object
      String
      The name of the image file stored in the COS bucket, which will be returned if ObjectKey is selected during job creation.
      Url
      String
      The URL of the image file, which will be returned if detect-url is selected during job creation.
      CompressionResult
      Int
      Whether the image is compressed. Valid values: 0 (no), 1 (yes).
      Result
      Int
      This field indicates the moderation result. You can perform subsequent operations based on the result. We recommend you handle different results based on your business needs. Valid values: 0 (normal), 1 (sensitive), 2 (suspiciously sensitive, with human review recommended).
      Label
      String
      This field is used to return the maliciousness label with the highest priority in the detection result, which represents the moderation result suggested by the model. We recommend you handle different types of violations and suggestions based on your business needs. Return values: Normal, Porn, Ads, and other types of unsafe or inappropriate content.
      Category
      String
      This field is a subset of Label, indicating the specific moderation category hit; for example, Sexy represents the sexy category in the Porn label.
      SubLabel
      String
      Second-level label hit by the image.
      Score
      Int
      The confidence the moderation result hits the moderation scene. Value range: 0–100. The higher the value, the more likely the content hits the currently returned moderation scene. For example, Porn 99 means that the content is very likely to be pornographic.
      Text
      String
      The specific text content recognized by OCR in the image, which will be returned if text content detection is enabled in the moderation policy.
      PornInfo
      Container
      The moderation result of the pornographic information moderation scene.
      AdsInfo
      Container
      The moderation result of the advertising information moderation scene.
      The moderation information (PornInfo and AdsInfo) has the following sub-nodes:
      Parameter
      Type
      Description
      Code
      Int
      Error code. 0 indicates a success, while other numbers correspond to different errors. For more information, see Error Codes.
      Msg
      String
      The specific error message, which will be OK if the moderation result is normal.
      HitFlag
      Int
      The moderation result returned for the moderation scene. Return values: 0 (normal); 1 (confirmed as a violation of the current scene); 2 (suspected as a violation of the current scene).
      Score
      Int
      The confidence the moderation result hits the moderation scene. Value range: 0–100. The higher the value, the more likely the content hits the currently returned moderation scene. A value in the range of 0–60, 61–90, or 91–100 means the image is normal, suspiciously sensitive, or sensitive respectively. For example, Porn 99 means that the content is very likely to be pornographic.
      Label
      String
      This field indicates the overall result label of the screenshot, which may be SubLabel, a person name, etc.
      Category
      String
      This field is a subset of Label, indicating the specific moderation category hit; for example, Sexy represents the sexy category in the Porn label.
      SubLabel
      String
      This field indicates the specific sub-label hit by the moderation job; for example, SexBehavior is a sub-label under the Porn label. Note: This field may return null, indicating that no specific sub-labels are hit.
      OcrResults
      Container Array
      This field represents the detailed OCR result, including the text recognition result and hit keyword. It will be returned if there is non-compliant content.
      LibResults
      Container Array
      This field returns results based on recognition against the risk library. Note: This field will not be returned if no samples in the risk library are hit.
      LibResults has the following sub-nodes:
      Parameter
      Type
      Description
      ImageId
      String
      This field represents the hit image sample ID in the risk library.
      Score
      Integer
      This field returns the confidence under the current label. Value range: 0–100. The higher the value, the more likely the image hits a sample in the risk library. For example, Porn 99 means that the content is very likely to hit a pornographic sample in the library.
      OcrResults has the following sub-nodes:
      Parameter
      Type
      Description
      Text
      String
      The specific text content recognized by OCR in the image.
      Keywords
      String Array
      Keywords hit by the current moderation scene.
      Location
      Container
      This parameter is used to return the position (X and Y coordinates of the top-left corner, length, width, and rotation angle) of the OCR detection frame in the image for quick location of the recognized text.
      Location has the following sub-nodes:
      Name
      Type
      Description
      X
      Float
      This parameter is used to return the pixel position of the abscissa (X) of the top-left corner of the detection frame. It can be combined with other parameters to uniquely determine the size and position of the detection frame.
      Y
      Float
      This parameter is used to return the pixel position of the ordinate of the top-left corner (Y) of the detection frame. It can be combined with other parameters to uniquely determine the size and position of the detection frame.
      Width
      Float
      This parameter is used to return the width of the detection frame (the length starting from the top-left corner and extending to the right on the X axis). It can be combined with other parameters to uniquely determine the size and position of the detection frame.
      Height
      Float
      This parameter is used to return the height of the detection frame (the length starting from the top-left corner and extending down the Y axis). It can be combined with other parameters to uniquely determine the size and position of the detection frame.
      Rotate
      Float
      This parameter is used to return the rotation angle of the detection frame. Valid values: 0–360 (degrees), and the direction is counterclockwise rotation. This parameter can be combined with the X and Y coordinate parameters to uniquely determine the specific position of the detection frame.
      ObjectResults has the following sub-nodes:
      Name
      Type
      Description
      Name
      String
      This field is used to return the name of the recognized object, such as person name.
      Location
      Container
      This parameter is used to return the position (X and Y coordinates of the top-left corner, length, width, and rotation angle) of the recognition result in the image for you to quickly locate information.

      Examples

      Request 1: Sync image moderation

      GET /picture.jpg?ci-process=sensitive-content-recognition&interval=0&max-frames=1&biz-type=*** HTTP/1.1
      Host: examplebucket-1250000000.cos.ap-chengdu.myqcloud.com
      Date: Tue, 03 Apr 2019 09:06:15 GMT
      Authorization:XXXXXXXXXXXX

      Response 1

      HTTP/1.1 200 OK
      Content-Type: application/xml
      Content-Length: 645
      Date: Tue, 03 Apr 2018 09:06:16 GMT
      Status: 200 OK
      x-cos-request-id: NWFjMzQ0MDZfOTBmYTUwXzZkZV8z****
      
      <RecognitionResult>
            <JobId>xxxxxxxxxxxxxxx</JobId>
            <CompressionResult>0</CompressionResult>
            <Result>1</Result>
            <Label>Porn</Label>
            <SubLabel>SexBehavior</SubLabel>
            <Score>95</Score>
            <PornInfo>
                <Code>0</Code>
                <Msg>OK</Msg>
                <HitFlag>1</HitFlag>
                <Label>xxx</Label>
                <SubLabel>SexBehavior</SubLabel>
                <Score>95</Score>
            </PornInfo>
      </RecognitionResult>

      Request 2: Async image moderation

      GET /picture.jpg?ci-process=sensitive-content-recognition&biz-type=***&async=1&callback=http://www.callback.com HTTP/1.1
      Host: examplebucket-1250000000.cos.ap-chengdu.myqcloud.com
      Date: Tue, 03 Apr 2019 09:06:15 GMT
      Authorization:XXXXXXXXXXXX

      Response 2

      HTTP/1.1 200 OK
      Content-Type: application/xml
      Content-Length: 645
      Date: Tue, 03 Apr 2018 09:06:16 GMT
      Status: 200 OK
      x-cos-request-id: NWFjMzQ0MDZfOTBmYTUwXzZkZV8z****
      
      <RecognitionResult>
            <JobId>xxxxxxxxxxxxxxx</JobId>
      </RecognitionResult>
      
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