Salient Imagenet

Class: 515 (Cowboy Hat), Feature: 108

This feature is spurious for class Cowboy Hat. It is the most important feature for class Cowboy Hat.

Below, we display the five Cowboy Hat 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	5	Focus is on face of the person wearing cowboy hat
Background	5	Focus is on the face and head of the person wearing the hat
Separate Object	5	Focus is on human nose which is not a part of cowboy hat
Separate Object	4	Focus on the face of human which not a part of cowboy hat or its background
Separate Object	4	Focus is on face and eyes of wearer, not on cowboy hat

spurious

Related Class-Feature Pairs

Important Features for Cowboy Hat

There are 3 features annotated as core and 2 features annotated as spurious for Cowboy Hat. Core features include 77, 140, 1298. Spurious features include 108, 1705.

Classes where Feature 108 is among Most Important (i.e. top-5)

Feature 108 is spurious for the following classes: Bath Towel, Poke Bonnet, Cowboy Hat, Seat Belt, Shower Cap, Sombrero, Sunglasses, Sunglasses, Hair Wig, Popsicle.