Salient Imagenet

Class: 762 (Restaurant), Feature: 1990

This feature is core for class Restaurant. It is the third most important feature for class Restaurant.

Below, we display the five Restaurant 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 bar section of restaurant
Main Object	3	Red focus is in the restaurant.
Main Object	4	The main focus is on the main area of the restaurant.
Main Object	2	Focus on the obejcts
Main Object	2	Focus is on the main object

core

Related Class-Feature Pairs

Important Features for Restaurant

There are 5 features annotated as core and 0 features annotated as spurious for Restaurant. Core features include 391, 654, 1107, 1418, 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.