Salient Imagenet

Class: 837 (Sunglasses), Feature: 425

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
Background	4	Focus is on the background.
Main Object	3	The red region mainly focuses on the predicted object but it also spreads to the pearson wearing it.
Separate Object	3	It mostly focus on the human who ware dark shade glass
Main Object	4	Some of the objects are more concentrated on the face but more than half are concentrated on the sunglasses which is the main object
Separate Object	4	The red spots are mainly in the center of the faces.

spurious

Related Class-Feature Pairs

Important Features for Sunglasses

There are 0 features annotated as core and 5 features annotated as spurious for Sunglasses. Spurious features include 108, 333, 425, 824, 1651.

Classes where Feature 425 is among Most Important (i.e. top-5)

Feature 425 is core for the following classes: Cardigan, Chain Mail, Fur Coat, T-Shirt, Lab Coat, Military Uniform, Poncho, Sweatshirt, Trench Coat.
Feature 425 is spurious for the following classes: Scarf, Sunglasses, Hair Wig.