Salient Imagenet

Class: 232 (Border Collie), Feature: 1287

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

Below, we display the five Border 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	2	Focus on the dog
Main Object	4	Focus is on dog eyes
Main Object	3	Focus is on the eyes of the dog
Main Object	5	The focus of the red region in the highlighted visual attributes is on the eyes of the border collie.
Main Object	3	Red focus is on the body of the dog.

core

Related Class-Feature Pairs

Important Features for Border Collie

There are 5 features annotated as core and 0 features annotated as spurious for Border Collie. Core features include 34, 762, 1065, 1287, 2003.

Classes where Feature 1287 is among Most Important (i.e. top-5)

Feature 1287 is core for the following classes: Boston Terrier, English Springer Spaniel, Border Collie, Greater Swiss Mountain Dog, Bernese Mountain Dog, Appenzeller Sennenhund, Entlebucher Sennenhund.
Feature 1287 is spurious for the following classes: Candle, Lighter.