Salient Imagenet

Class: 427 (Barrel), Feature: 288

This feature is core for class Barrel. It is the fourth most important feature for class Barrel.

Below, we display the five Barrel 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 body of barrel
Main Object	5	Focus is on the tin of barrel
Main Object	5	Focus on main body of barrel
Main Object	4	Focus is on the surface of the barrel.
Main Object	2	Focus is on the edge of the barrel

core

Related Class-Feature Pairs

Important Features for Barrel

There are 5 features annotated as core and 0 features annotated as spurious for Barrel. Core features include 288, 854, 1270, 1635, 1777.

Classes where Feature 288 is among Most Important (i.e. top-5)

Feature 288 is core for the following classes: Barrel, Bucket, Cauldron, Dutch Oven, Milk Can, Plant Pot, Rain Barrel.