Salient Imagenet

Class: 725 (Drink Pitcher), Feature: 1357

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

Below, we display the five Drink Pitcher 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 part of the water pitcher.
Main Object	5	Pitcher is their focus
Main Object	3	Focus on the glass
Main Object	3	The red region mainly focuses on the predicted object but also spreads to the background a lot.
Main Object	3	Red focus is on the pitcher.

core

Related Class-Feature Pairs

Important Features for Drink Pitcher

There are 4 features annotated as core and 1 features annotated as spurious for Drink Pitcher. Core features include 355, 1020, 1357, 1378. Spurious features include 471.

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.