Salient Imagenet

Class: 231 (Collie), Feature: 1789

This feature is core for class Collie. It is the second most important feature for class Collie.

Below, we display the five Collie 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	Face of the dog is their focus
Main Object	4	Red focus is on the face of the dog.
Main Object	4	The red region in the highlighted visual attributes focuses on the face of a collie dog.
Main Object	4	Focus is on the face of the collie.
Main Object	2	Focus on the animal

core

Related Class-Feature Pairs

Important Features for Collie

There are 5 features annotated as core and 0 features annotated as spurious for Collie. Core features include 333, 334, 1065, 1789, 2003.

Classes where Feature 1789 is among Most Important (i.e. top-5)

Feature 1789 is core for the following classes: Shetland Sheepdog, Collie.