Salient Imagenet

Class: 232 (Border Collie), Feature: 762

This feature is core for class Border Collie. It is the fifth 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	4	Focus is on eyes of dog
Main Object	5	The main object is a border collie, a dog. the focus of the red region on the highlighted visual attributes is on the dog's head and body, showing its main parts. because of that, i choose that focus is on some part of the main object.
Main Object	5	Focus is on the dog's head.
Main Object	4	Focus is on the face of the collie.
Main Object	5	The highlighted visual attribute is on the face of the collie in every image.

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 762 is among Most Important (i.e. top-5)

Feature 762 is core for the following classes: Bulbul, English Springer Spaniel, Groenendael Dog, Border Collie, Siamese Cat.