Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaPredictParamsImageSegmentationPredictionParams

Inherits:

Object

• Object
• Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaPredictParamsImageSegmentationPredictionParams

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 model parameters for Image Segmentation.

Instance Attribute Summary

• #confidence_threshold ⇒ Float

  When the model predicts category of pixels of the image, it will only provide predictions for pixels that it is at least this much confident about.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaPredictParamsImageSegmentationPredictionParams constructor

  A new instance of GoogleCloudAiplatformV1SchemaPredictParamsImageSegmentationPredictionParams.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaPredictParamsImageSegmentationPredictionParams

Returns a new instance of GoogleCloudAiplatformV1SchemaPredictParamsImageSegmentationPredictionParams.

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20506

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

Instance Attribute Details

#confidence_threshold ⇒ Float

When the model predicts category of pixels of the image, it will only provide predictions for pixels that it is at least this much confident about. All other pixels will be classified as background. Default value is 0.5. Corresponds to the JSON property confidenceThreshold

Returns:

• (Float)

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20504

def confidence_threshold
  @confidence_threshold
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20511

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