Salient Imagenet

Class: 836 (Sunglasses), Feature: 537

This feature is spurious for class Sunglasses. It is the fourth most important feature for class Sunglasses.

Below, we display the five Sunglasses 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
Separate Object	3	The red region mainly focuses on the person wearing the predicted object.
Background	3	It mostly focus on the human face who ware a sunglass
Separate Object	4	Focus is on the person wearing it.
Separate Object	4	The focus is on the human's cheeks and not the sunglasses
Separate Object	4	Focus is on the face not on the sunglasses.

spurious

Related Class-Feature Pairs

Important Features for Sunglasses

There are 3 features annotated as core and 2 features annotated as spurious for Sunglasses. Core features include 312, 824, 1651. Spurious features include 108, 537.

Classes where Feature 537 is among Most Important (i.e. top-5)

Feature 537 is spurious for the following classes: Basketball, Rugby Ball, Sunglasses.