Salient Imagenet

Class: 427 (Barrel), Feature: 1635

This feature is core for class Barrel. It is the second 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	5	Focus is on the part of barrel
Main Object	4	Focus is on top of barrel
Main Object	4	The main object is barrel whose some part got focus.
Main Object	5	Focus is on barrels
Main Object	4	Focus is on the wall and the mouth 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 1635 is among Most Important (i.e. top-5)

Feature 1635 is core for the following classes: Barrel, Metal Nail.
Feature 1635 is spurious for the following classes: Padlock.