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.



37441
37442
37443
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 37441

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>>) 


37421
37422
37423
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 37421

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>) 


37427
37428
37429
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 37427

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>) 


37433
37434
37435
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 37433

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>) 


37439
37440
37441
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 37439

def ids
  @ids
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



37446
37447
37448
37449
37450
37451
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 37446

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