Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ExplanationMetadataInputMetadataVisualization

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

Visualization configurations for image explanation.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1ExplanationMetadataInputMetadataVisualization

Returns a new instance of GoogleCloudAiplatformV1ExplanationMetadataInputMetadataVisualization.



5211
5212
5213
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5211

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

Instance Attribute Details

#clip_percent_lowerbound ⇒ Float

Excludes attributions below the specified percentile, from the highlighted areas. Defaults to 62. Corresponds to the JSON property clipPercentLowerbound

Returns:

  • (Float) 


5172
5173
5174
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5172

def clip_percent_lowerbound
  @clip_percent_lowerbound
end

#clip_percent_upperbound ⇒ Float

Excludes attributions above the specified percentile from the highlighted areas. Using the clip_percent_upperbound and clip_percent_lowerbound together can be useful for filtering out noise and making it easier to see areas of strong attribution. Defaults to 99.9. Corresponds to the JSON property clipPercentUpperbound

Returns:

  • (Float) 


5180
5181
5182
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5180

def clip_percent_upperbound
  @clip_percent_upperbound
end

#color_map ⇒ String

The color scheme used for the highlighted areas. Defaults to PINK_GREEN for Integrated Gradients attribution, which shows positive attributions in green and negative in pink. Defaults to VIRIDIS for XRAI attribution, which highlights the most influential regions in yellow and the least influential in blue. Corresponds to the JSON property colorMap

Returns:

  • (String) 


5189
5190
5191
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5189

def color_map
  @color_map
end

#overlay_type ⇒ String

How the original image is displayed in the visualization. Adjusting the overlay can help increase visual clarity if the original image makes it difficult to view the visualization. Defaults to NONE. Corresponds to the JSON property overlayType

Returns:

  • (String) 


5196
5197
5198
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5196

def overlay_type
  @overlay_type
end

#polarity ⇒ String

Whether to only highlight pixels with positive contributions, negative or both. Defaults to POSITIVE. Corresponds to the JSON property polarity

Returns:

  • (String) 


5202
5203
5204
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5202

def polarity
  @polarity
end

#type ⇒ String

Type of the image visualization. Only applicable to Integrated Gradients attribution. OUTLINES shows regions of attribution, while PIXELS shows per- pixel attribution. Defaults to OUTLINES. Corresponds to the JSON property type

Returns:

  • (String) 


5209
5210
5211
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5209

def type
  @type
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



5216
5217
5218
5219
5220
5221
5222
5223
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5216

def update!(**args)
  @clip_percent_lowerbound = args[:clip_percent_lowerbound] if args.key?(:clip_percent_lowerbound)
  @clip_percent_upperbound = args[:clip_percent_upperbound] if args.key?(:clip_percent_upperbound)
  @color_map = args[:color_map] if args.key?(:color_map)
  @overlay_type = args[:overlay_type] if args.key?(:overlay_type)
  @polarity = args[:polarity] if args.key?(:polarity)
  @type = args[:type] if args.key?(:type)
end