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.



24333
24334
24335
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 24333

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>>) 


24313
24314
24315
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 24313

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>) 


24319
24320
24321
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 24319

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>) 


24325
24326
24327
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 24325

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>) 


24331
24332
24333
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 24331

def ids
  @ids
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



24338
24339
24340
24341
24342
24343
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 24338

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