Salient Imagenet

Class: 911 (Wool), Feature: 1142

This feature is core for class Wool. It is the most important feature for class Wool.

Below, we display the five Wool 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	3	It mostly focus on the wool fiber of clothes
Main Object	4	Focus is on the patterns of the wool.
Main Object	5	All the pictures have wool and red regions on them.
Main Object	5	The main focus is on wool objects for more than half of the pictures which is the main object
Main Object	5	The red region focuses completely on the predicted object but does not cover it fully.

core

Related Class-Feature Pairs

Important Features for Wool

There are 5 features annotated as core and 0 features annotated as spurious for Wool. Core features include 4, 627, 1142, 1228, 1513.

Classes where Feature 1142 is among Most Important (i.e. top-5)

Feature 1142 is core for the following classes: Gila Monster, Mitten, Balaclava Ski Mask, Sock, Wool.