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Image Moderation

Terakhir diperbarui:2024-02-02 15:51:37

    Overview

    This document describes how to use the content moderation feature provided by Cloud Infinite (CI). CI fully integrates the processing capabilities with the COS SDK.
    Note:
    To use the content moderation service, you need to have the permission to use CI:
    For root accounts, click here for role authorization.
    This document provides an overview of APIs and SDK code samples for image moderation.
    API
    Description
    Leverages CI's content moderation API to scan existing data stored in COS for porn, illegal, and advertising images.
    Leverages CI's content moderation API to scan existing data stored in COS for porn, illegal, and advertising images.
    Queries the details of specified image moderation job.

    Single image moderation

    Feature description

    The existing data scan feature of image moderation leverages CI's persistent processing API to scan existing data stored in COS for porn, illegal, and advertising images. Image moderation requests are GET requests.

    Method prototype

    // Basic operations
    func (s *CIService) ImageRecognition(ctx context.Context, name string, DetectType string) (*ImageRecognitionResult, *Response, error)
    // You can specify more parameters.
    func (s *CIService) ImageAuditing(ctx context.Context, name string, opt *ImageRecognitionOptions) (*ImageRecognitionResult, *Response, error)

    Sample request

    DetectType := "porn,ads"
    name := "test.jpg"
    res, _, err := c.CI.ImageRecognition(context.Background(), name, DetectType)
    
    
    opt := &cos.ImageRecognitionOptions{
    CIProcess: "sensitive-content-recognition",
    DetectType: "porn,ads",
    DetectUrl: "http://www.example.com/test.jpg",
    BizType: "ce25f391a72e11eb99f********",
    }
    res, _, err := c.CI.ImageAuditing(context.Background(), "", opt)

    Parameter description

    type ImageRecognitionOptions struct {
    CIProcess string
    DetectType string
    DetectUrl string
    Interval int
    MaxFrames int
    BizType string
    LargeImageDetect int
    DataId string
    Async int
    Callback string
    }
    Parameter
    Description
    Type
    Required
    name
    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. If the ImageAuditing API is used to moderate an image URL, pass in an empty string.
    String
    Yes
    CIProcess
    This field identifies the data processing feature, which is sensitive-content-recognition for content moderation.
    String
    Yes
    BizType
    Moderation policy. If this parameter is not specified, the default policy will be used. The policy can be configured in the console. For more information, see Setting Moderation Policy.
    String
    No
    DetectType
    Moderation type, such as porn (pornography) and ads (advertising). You can select multiple types; for example, detect-type=porn,ads indicates to moderate the image for porn and advertising information. If you need to moderate more scenes, use the BizType parameter.
    String
    No
    DetectUrl
    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 will be 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).
    Integer
    No
    MaxFrames
    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.
    Integer
    No
    LargeImageDetect
    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.
    Integer
    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.
    String
    No
    Callback
    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

    Response description

    Calling the ImageRecognition or ImageAuditing function will parse the XML content returned by the API into the ImageRecognitionResult structure. For specific response parameters, see Single Image Moderation.

    Batch image moderation

    Feature description

    The batch image moderation API adopts a sync POST request method. You can use this API to perform content moderation on multiple image files.

    Method prototype

    // Batch image moderation
    func (s *CIService) BatchImageAuditing(ctx context.Context, opt *BatchImageAuditingOptions) (*BatchImageAuditingJobResult, *Response, error)

    Sample request

    // Replace `examplebucket-1250000000` and `COS_REGION` with your actual information
    // For CI jobs, you need to provide the CIURL.
    bu, _ := url.Parse("https://examplebucket-1250000000.cos.COS_REGION.myqcloud.com")
    cu, _ := url.Parse("https://examplebucket-1250000000.ci.COS_REGION.myqcloud.com")
    b := &cos.BaseURL{BucketURL: bu, CIURL: cu}
    c := cos.NewClient(b, &http.Client{
    Transport: &cos.AuthorizationTransport{
    SecretID: os.Getenv("SECRETID"),
    SecretKey: os.Getenv("SECRETKEY"),
    },
    })
    opt := &cos.BatchImageAuditingOptions{
    Input: []cos.ImageAuditingInputOptions{
    cos.ImageAuditingInputOptions{
    DataId: "1",
    Object: "test.jpg",
    },
    cos.ImageAuditingInputOptions{
    DataId: "2",
    Url: "http://www.example.com/test.jpg",
    },
    },
    Conf: &cos.ImageAuditingJobConf{
    DetectType: "Porn,Ads",
    },
    }
    res, _, err := c.CI.BatchImageAuditing(context.Background(), opt)

    Parameter description

    type ImageAuditingInputOptions struct {
    DataId string
    Object string
    Url string
    Interval int
    MaxFrames int
    LargeImageDetect int
    UserInfo *UserExtraInfo
    }
    type UserExtraInfo struct {
    TokenId string
    Nickname string
    DeviceId string
    AppId string
    Room string
    IP string
    Type string
    }
    type ImageAuditingJobConf struct {
    DetectType string
    BizType string
    Async int
    Callback string
    }
    type BatchImageAuditingOptions struct {
    Input []ImageAuditingInputOptions
    Conf *ImageAuditingJobConf
    }
    
    Parameter
    Description
    Type
    Required
    DataId
    Image ID. This field will return the original content in the result, which can contain up to 512 bytes.
    String
    No
    Object
    Name of the image file stored in the COS bucket; for example, if the file is image.jpg in the test directory, then the filename is test/image.jpg. Either Object or Url can be selected at a time.
    String
    No
    Url
    Full URL of the image file, such as http://examplebucket-1250000000.cos.ap-shanghai.myqcloud.com/image.jpg. Either Object or Url can be selected at a time.
    String
    No
    Interval
    Frame capturing frequency, which takes effect for GIF images only. The default value is 5, indicating to capture a frame every five frames starting from the first frame (included).
    Integer
    No
    MaxFrames
    The maximum number of frames to be captured, which takes effect for GIF images only. The default value is 5, indicating to capture only five frames of the GIF image for moderation. The parameter value must be greater than 0.
    Integer
    No
    BizType
    Moderation policy. If this parameter is not specified, the default policy will be used. The policy can be configured in the console. For more information, see Setting Moderation Policy.
    String
    No
    DetectType
    The scene to be moderated, such as Porn (pornography) and Ads (advertising). You can pass in multiple types and separate them by comma, such as Porn,Ads. If you need to moderate more scenes, use the BizType parameter.
    String
    No
    Async
    Whether to moderate asynchronously. Valid values: 0 (returns the result synchronously); 1 (moderates asynchronously). Default value: 0.
    String
    No
    Callback
    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
    LargeImageDetect
    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.
    Integer
    No
    UserInfo
    Business field.
    Object
    No

    Response description

    Calling the BatchImageAuditing function will parse the XML content returned by the API into the BatchImageAuditingJobResult structure. For specific response parameters, see Batch Image Moderation.

    Querying image moderation job result

    Feature description

    This API is used to query the result of an image moderation job. The API request is a GET request.

    Method prototype

    // Image moderation - job query
    func (s *CIService) GetImageAuditingJob(ctx context.Context, jobid string) (*GetImageAuditingJobResult, *Response, error)

    Sample request

    jobId := "iace25f391a72e11eb99f********"
    res, _, err := c.CI.GetImageAuditingJob(context.Background(), jobId)

    Parameter description

    Parameter
    Description
    Type
    jobId
    Job ID
    String

    Response description

    Calling the GetImageAuditingJob function will parse the XML content returned by the API into the GetImageAuditingJobResult structure. For specific response parameters, see Querying Image Moderation Job Result.
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