Salient Imagenet

Class: 160 (Afghan Hound), Feature: 1856

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

Below, we display the five Afghan Hound 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 gate in the background of afghan hound
Background	5	Focus is on the fences in the background of the afghan hound.
Background	3	Focus is on background fence part
Separate Object	4	Focus is on wires that are not a part of afghan hound or its background
Background	4	Focus is on the background scenery of the net fencing.

spurious

Related Class-Feature Pairs

Important Features for Afghan Hound

There are 4 features annotated as core and 1 features annotated as spurious for Afghan Hound. Core features include 333, 1059, 1143, 1395. Spurious features include 1856.

Classes where Feature 1856 is among Most Important (i.e. top-5)

Feature 1856 is core for the following classes: Scottish Deerhound.
Feature 1856 is spurious for the following classes: Afghan Hound, Borzoi, Saluki, German Shorthaired Pointer, Croquet Ball, Soccer Ball.