Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaPredictParamsImageObjectDetectionPredictionParams

Inherits:

Object

• Object
• Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaPredictParamsImageObjectDetectionPredictionParams

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 model parameters for Image Object Detection.

Instance Attribute Summary

• #confidence_threshold ⇒ Float

  The Model only returns predictions with at least this confidence score.

• #max_predictions ⇒ Fixnum

  The Model only returns up to that many top, by confidence score, predictions per instance.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1beta1SchemaPredictParamsImageObjectDetectionPredictionParams constructor

  A new instance of GoogleCloudAiplatformV1beta1SchemaPredictParamsImageObjectDetectionPredictionParams.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1SchemaPredictParamsImageObjectDetectionPredictionParams

Returns a new instance of GoogleCloudAiplatformV1beta1SchemaPredictParamsImageObjectDetectionPredictionParams.

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 18657

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

Instance Attribute Details

#confidence_threshold ⇒ Float

The Model only returns predictions with at least this confidence score. Default value is 0.0 Corresponds to the JSON property confidenceThreshold

Returns:

• (Float)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 18648

def confidence_threshold
  @confidence_threshold
end

#max_predictions ⇒ Fixnum

The Model only returns up to that many top, by confidence score, predictions per instance. Note that number of returned predictions is also limited by metadata's predictionsLimit. Default value is 10. Corresponds to the JSON property maxPredictions

Returns:

• (Fixnum)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 18655

def max_predictions
  @max_predictions
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 18662

def update!(**args)
  @confidence_threshold = args[:confidence_threshold] if args.key?(:confidence_threshold)
  @max_predictions = args[:max_predictions] if args.key?(:max_predictions)
end