Salient Imagenet

Class: 631 (Lotion), Feature: 1019

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

Below, we display the five Lotion 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	2	Focus on the bottle
Main Object	4	Lotion containers are focused.
Main Object	4	Lotion is their main focus
Main Object	4	Focus is on the label of the lotion bottle.
Main Object	5	The red region in the highlighted visual attributes focuses on the part of a lotion.

core

Related Class-Feature Pairs

Important Features for Lotion

There are 5 features annotated as core and 0 features annotated as spurious for Lotion. Core features include 375, 766, 799, 1019, 1966.

Classes where Feature 1019 is among Most Important (i.e. top-5)

Feature 1019 is core for the following classes: Trash Can, Cocktail Shaker, Hair Spray, Lipstick, Lotion, Oil Filter, Paper Towel, Pill Bottle, Punching Bag, Thimble.