Salient Imagenet

Class: 424 (Barbershop), Feature: 202

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

Below, we display the five Barbershop 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	4	Focus is on the faces of people, not a barbershop.
Separate Object	3	Red focus is on the other objects.
Separate Object	5	The focus is on other object than the barbershop. all images are different.
Main Object	2	Focus on the people
Separate Object	4	Focus is on the baby

spurious

Related Class-Feature Pairs

Important Features for Barbershop

There are 4 features annotated as core and 1 features annotated as spurious for Barbershop. Core features include 466, 1046, 1418, 1990. Spurious features include 202.

Classes where Feature 202 is among Most Important (i.e. top-5)

Feature 202 is core for the following classes: Nematode, Bikini.
Feature 202 is spurious for the following classes: Airship, Barbershop, Saxophone.