Salient Imagenet

Class: 100 (Black Swan), Feature: 1113

This feature is core for class Black Swan. It is the most important feature for class Black Swan.

Below, we display the five Black Swan images that most highly activate the feature, along with the Neural Activation Map (heatmap) and Feature Attack for each image. These are the same as the images shown to crowdworkers to annotate this class-feature pair.

We additionally provide the full responses of the five crowdworkers that annotated this pair, as well as links to other related pairs (i.e. same class or same feature).

MTurk Worker Annotations

core

spurious

core

spurious

Main Focus	Confidence	Explanation
Main Object	5	Red highlight focus on the beak of the black swan
Main Object	4	Focus of the red region in the highlighted visual attributes seems to on areas that constitute the main object, mainly on the head and neck region.
Main Object	3	Body of black swan is on highlight.
Main Object	5	From the heatmaps of the product it is clear that the intensity of red color is high on some part of the main object.
Main Object	5	Focus is on the black swan

core

Related Class-Feature Pairs

Important Features for Black Swan

There are 4 features annotated as core and 1 features annotated as spurious for Black Swan. Core features include 569, 613, 1113, 1395. Spurious features include 925.

Classes where Feature 1113 is among Most Important (i.e. top-5)

Feature 1113 is core for the following classes: Duck, Red-Breasted Merganser, Goose, Black Swan, American Coot, Pelican, Albatross.