Salient Imagenet

Class: 505 (Coffeemaker), Feature: 1020

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

Below, we display the five Coffeemaker 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	3	Focus is on lid which is a part of coffeepot
Main Object	5	Focus is on the top of coffeepot
Main Object	5	Focus is on the part of coffeepot
Main Object	5	Focus is on the handle and lid of the coffeepot
Main Object	5	The focus of the red region in the highlighted visual attributes is on coffeepot.

core

Related Class-Feature Pairs

Important Features for Coffeemaker

There are 5 features annotated as core and 0 features annotated as spurious for Coffeemaker. Core features include 471, 959, 1020, 1378, 1837.

Classes where Feature 1020 is among Most Important (i.e. top-5)

Feature 1020 is core for the following classes: Beaker, Cocktail Shaker, Coffeemaker, Measuring Cup, Milk Can, Mixing Bowl, Oil Filter, Drink Pitcher, Salt Shaker, Thimble, Vase, Tea Cup.