Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaPredictPredictionImageObjectDetectionPredictionResult

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

Prediction output format for Image Object Detection.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1SchemaPredictPredictionImageObjectDetectionPredictionResult

Returns a new instance of GoogleCloudAiplatformV1beta1SchemaPredictPredictionImageObjectDetectionPredictionResult.



21881
21882
21883
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21881

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#bboxes ⇒ Array<Array<Object>>

Bounding boxes, i.e. the rectangles over the image, that pinpoint the found AnnotationSpecs. Given in order that matches the IDs. Each bounding box is an array of 4 numbers xMin, xMax, yMin, and yMax, which represent the extremal coordinates of the box. They are relative to the image size, and the point 0,0 is in the top left of the image. Corresponds to the JSON property bboxes

Returns:

  • (Array<Array<Object>>) 


21861
21862
21863
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21861

def bboxes
  @bboxes
end

#confidences ⇒ Array<Float>

The Model's confidences in correctness of the predicted IDs, higher value means higher confidence. Order matches the Ids. Corresponds to the JSON property confidences

Returns:

  • (Array<Float>) 


21867
21868
21869
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21867

def confidences
  @confidences
end

#display_names ⇒ Array<String>

The display names of the AnnotationSpecs that had been identified, order matches the IDs. Corresponds to the JSON property displayNames

Returns:

  • (Array<String>) 


21873
21874
21875
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21873

def display_names
  @display_names
end

#ids ⇒ Array<Fixnum>

The resource IDs of the AnnotationSpecs that had been identified, ordered by the confidence score descendingly. Corresponds to the JSON property ids

Returns:

  • (Array<Fixnum>) 


21879
21880
21881
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21879

def ids
  @ids
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



21886
21887
21888
21889
21890
21891
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21886

def update!(**args)
  @bboxes = args[:bboxes] if args.key?(:bboxes)
  @confidences = args[:confidences] if args.key?(:confidences)
  @display_names = args[:display_names] if args.key?(:display_names)
  @ids = args[:ids] if args.key?(:ids)
end