MediaPipeTasksVision Framework Reference

MPPImageClassifierOptions

  @interface 
 MPPImageClassifierOptions 
 : 
  MPPTaskOptions 
 
 < 
 NSCopying 
 > 
 

Options for setting up a ImageClassifier .

  • Running mode of the image classifier task. Defaults to .image . ImageClassifier can be created with one of the following running modes:

    1. .image : The mode for performing classification on single image inputs.
    2. .video : The mode for performing classification on the decoded frames of a video.
    3. .liveStream : The mode for performing classification on a live stream of input data, such as from the camera.

    Declaration

    Objective-C

      @property 
     ( 
     nonatomic 
     ) 
      MPPRunningMode 
     
     runningMode 
     ; 
     
    
  • An object that confirms to ImageClassifierLiveStreamDelegate protocol. This object must implement objectDetector(_:didFinishDetectionWithResult:timestampInMilliseconds:error:) to receive the results of asynchronous classification on images (i.e, when runningMode = .liveStream ).

    Declaration

    Objective-C

      @property 
     ( 
     nonatomic 
     , 
     weak 
     , 
     nullable 
     ) 
     id 
     < 
      MPPImageClassifierLiveStreamDelegate 
     
     > 
     imageClassifierLiveStreamDelegate 
     ; 
     
    
  • The locale to use for display names specified through the TFLite Model Metadata, if any. Defaults to English.

    Declaration

    Objective-C

      @property 
     ( 
     nonatomic 
     , 
     copy 
     ) 
     NSString 
     * 
     _Nonnull 
     displayNamesLocale 
     ; 
     
    
  • The maximum number of top-scored classification results to return. If < 0, all available results will be returned. If 0, an invalid argument error is returned.

    Declaration

    Objective-C

      @property 
     ( 
     nonatomic 
     ) 
     NSInteger 
     maxResults 
     ; 
     
    
  • Score threshold to override the one provided in the model metadata (if any). Results below this value are rejected.

    Declaration

    Objective-C

      @property 
     ( 
     nonatomic 
     ) 
     float 
     scoreThreshold 
     ; 
     
    
  • The allowlist of category names. If non-empty, detection results whose category name is not in this set will be filtered out. Duplicate or unknown category names are ignored. Mutually exclusive with categoryDenylist.

    Declaration

    Objective-C

      @property 
     ( 
     nonatomic 
     , 
     copy 
     ) 
     NSArray 
     < 
     NSString 
     *> 
     * 
     _Nonnull 
     categoryAllowlist 
     ; 
     
    
  • The denylist of category names. If non-empty, detection results whose category name is in this set will be filtered out. Duplicate or unknown category names are ignored. Mutually exclusive with categoryAllowlist.

    Declaration

    Objective-C

      @property 
     ( 
     nonatomic 
     , 
     copy 
     ) 
     NSArray 
     < 
     NSString 
     *> 
     * 
     _Nonnull 
     categoryDenylist 
     ; 
     
    
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