Salient Imagenet

Class: 971 (Bubble), Feature: 1357

This feature is core for class Bubble. It is the second most important feature for class Bubble.

Below, we display the five Bubble 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	All the images are mainly focused on main object's body parts.
Main Object	5	Focus is on bubble
Main Object	5	Focus is on the bubble.
Background	4	Focus is on the empty space in the background of the bubble.
Main Object	3	Red focus is on bubbles.

core

Related Class-Feature Pairs

Important Features for Bubble

There are 5 features annotated as core and 0 features annotated as spurious for Bubble. Core features include 1025, 1357, 1551, 1806, 1881.

Classes where Feature 1357 is among Most Important (i.e. top-5)

Feature 1357 is core for the following classes: Beaker, Beer Bottle, Beer Glass, Cocktail Shaker, Goblet, Measuring Cup, Baby Pacifier, Perfume, Petri Dish, Drink Pitcher, Soda Bottle, Salt Shaker, Water Bottle, Water Jug, Wine Bottle, Red Wine, Bubble.
Feature 1357 is spurious for the following classes: Eggnog.