Salient Imagenet

Class: 231 (Collie), Feature: 333

This feature is core for class Collie. It is the fourth 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	5	The ovelap mainly focuses on the ears of the predicted object.
Main Object	5	The highlights are mostly on the neck fur of the collie.
Main Object	5	It's picked up on the distinctive markings on the fur behind / to the side of the head.
Main Object	5	The ears of the dog are red focused.
Main Object	5	The red region in the highlighted visual attributes focuses on the hair of a collie dog.

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

Feature 333 is core for the following classes: Papillon, Afghan Hound, Tibetan Terrier, Australian Silky Terrier, Briard, Shetland Sheepdog, Collie, Affenpinscher, Lion, Hair Wig.
Feature 333 is spurious for the following classes: Sunglasses.