Salient Imagenet

Class: 403 (Aircraft Carrier), Feature: 961

This feature is spurious for class Aircraft Carrier. It is the fifth most important feature for class Aircraft Carrier.

Below, we display the five Aircraft Carrier 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
Background	4	Focus is on the background of the main object
Background	5	Focus is on colour
Background	5	Focus is on the water in the background
Separate Object	4	Focus is on the water which is the background of the boat
Background	4	Focus is on sea which is in the background of aircraft carrier

spurious

Related Class-Feature Pairs

Important Features for Aircraft Carrier

There are 4 features annotated as core and 1 features annotated as spurious for Aircraft Carrier. Core features include 607, 929, 1104, 1163. Spurious features include 961.

Classes where Feature 961 is among Most Important (i.e. top-5)

Feature 961 is core for the following classes: Fireboat, Space Shuttle.
Feature 961 is spurious for the following classes: Aircraft Carrier, Breakwater, Catamaran, Drilling Rig, Missile, Parachute, Missile, Military Aircraft, Airplane Wing, Sandbar.