Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1BlurBaselineConfig

Inherits:

Object

• Object
• Google::Apis::AiplatformV1::GoogleCloudAiplatformV1BlurBaselineConfig

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

Config for blur baseline. When enabled, a linear path from the maximally blurred image to the input image is created. Using a blurred baseline instead of zero (black image) is motivated by the BlurIG approach explained here: https://arxiv.org/abs/2004.03383

Instance Attribute Summary

• #max_blur_sigma ⇒ Float

  The standard deviation of the blur kernel for the blurred baseline.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1BlurBaselineConfig constructor

  A new instance of GoogleCloudAiplatformV1BlurBaselineConfig.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1BlurBaselineConfig

Returns a new instance of GoogleCloudAiplatformV1BlurBaselineConfig.

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 2909

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

Instance Attribute Details

#max_blur_sigma ⇒ Float

The standard deviation of the blur kernel for the blurred baseline. The same blurring parameter is used for both the height and the width dimension. If not set, the method defaults to the zero (i.e. black for images) baseline. Corresponds to the JSON property maxBlurSigma

Returns:

• (Float)

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 2907

def max_blur_sigma
  @max_blur_sigma
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 2914

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