Salient Imagenet

Class: 419 (Band-Aid), Feature: 447

This feature is spurious for class Band-Aid. It is the fifth most important feature for class Band-Aid.

Below, we display the five Band-Aid 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 red is over the bandaids.
Separate Object	4	Band aid is not featured in all the images.
Separate Object	4	From the heatmaps of the product it is clear that the intensity of red color is high on some part of the other object.
Separate Object	4	Some of the pictures do not have bandaids and the red areas are focused on different objects.
Separate Object	4	The red region mainly focuses on the arm of the pearson wearing the predicted object.

spurious

Related Class-Feature Pairs

Important Features for Band-Aid

There are 3 features annotated as core and 2 features annotated as spurious for Band-Aid. Core features include 102, 1164, 1853. Spurious features include 123, 447.

Classes where Feature 447 is among Most Important (i.e. top-5)

Feature 447 is core for the following classes: Potter'S Wheel.
Feature 447 is spurious for the following classes: Band-Aid.