Salient Imagenet

Class: 424 (Barbershop), Feature: 466

This feature is core for class Barbershop. It is the fifth 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
Main Object	4	Focus is on the window of the barber shop.
Main Object	5	The main object is a barbershop. the focus of the red region on the highlighted visual attributes is on the barbershop's structure, showing its main parts. because of that, i choose that focus is on some part of the main object.
Main Object	4	Focus is on some part of the main object.
Main Object	5	The red parts are focused on the front of the barber shop
Main Object	5	The higher the intensity of the red color,the more relevant is that part of image for the visual attribute.

core

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 466 is among Most Important (i.e. top-5)

Feature 466 is core for the following classes: Barbershop, Movie Theater, Tobacco Shop.
Feature 466 is spurious for the following classes: Thatched Roof.