Salient Imagenet

Class: 454 (Bookstore), Feature: 1990

This feature is core for class Bookstore. It is the fourth most important feature for class Bookstore.

Below, we display the five Bookstore 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 bookshop and books
Main Object	4	Focus is on the sign or the books in the bookshop.
Main Object	5	Focus is on some part of the main object.
Main Object	2	The red region mainly focuses on the predicted object in some images but focuses on other objects in one images and also spreds to the background a lot.
Main Object	5	The red region in the highlighted visual attributes focuses on the part of a bookshop.

core

Related Class-Feature Pairs

Important Features for Bookstore

There are 5 features annotated as core and 0 features annotated as spurious for Bookstore. Core features include 311, 1072, 1644, 1883, 1990.

Classes where Feature 1990 is among Most Important (i.e. top-5)

Feature 1990 is core for the following classes: Bakery, Barbershop, Bookstore, Candy Store, Grocery Store, Library, Restaurant, Shoe Store, Tobacco Shop, Toy Store, Vending Machine.