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.



24611
24612
24613
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 24611

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>>) 


24591
24592
24593
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 24591

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>) 


24597
24598
24599
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 24597

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>) 


24603
24604
24605
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 24603

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>) 


24609
24610
24611
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 24609

def ids
  @ids
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



24616
24617
24618
24619
24620
24621
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 24616

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