Salient Imagenet

Class: 227 (Australian Kelpie), Feature: 103

This feature is core for class Australian Kelpie. It is the most important feature for class Australian Kelpie.

Below, we display the five Australian Kelpie 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	1	Focus is partly on the dog but is also on the grass that it is standing on so this is difficult.
Main Object	4	Focus is on legs of kelpie
Separate Object	4	Focus is on the muddy and green grass ground on which the kelpie is standing.
Main Object	5	Focus is mainly on the legs of the kelpie.
Main Object	5	Focus is on legs which is a part of kelpie dog

core

Related Class-Feature Pairs

Important Features for Australian Kelpie

There are 5 features annotated as core and 0 features annotated as spurious for Australian Kelpie. Core features include 103, 747, 793, 1065, 1385.

Classes where Feature 103 is among Most Important (i.e. top-5)

Feature 103 is core for the following classes: Borzoi, Irish Wolfhound, Italian Greyhound, Whippet, Ibizan Hound, Saluki, Scottish Deerhound, Australian Kelpie, Great Dane, Husky, Mexican Hairless Dog (Xoloitzcuintli).