Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaPredictPredictionImageObjectDetectionPredictionResult

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/representations.rb

Overview

Prediction output format for Image Object Detection.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaPredictPredictionImageObjectDetectionPredictionResult

Returns a new instance of GoogleCloudAiplatformV1SchemaPredictPredictionImageObjectDetectionPredictionResult.



30085
30086
30087
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30085

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>>) 


30065
30066
30067
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30065

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>) 


30071
30072
30073
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30071

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>) 


30077
30078
30079
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30077

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>) 


30083
30084
30085
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30083

def ids
  @ids
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



30090
30091
30092
30093
30094
30095
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30090

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