Salient Imagenet

Class: 504 (Coffee Mug), Feature: 1837

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

Below, we display the five Coffee Mug 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 handle which is part of coffee mug
Background	3	Focus is on the negative space in the handle on the mug
Background	5	Most of the images are mainly focused on background only.
Main Object	2	Focus is on the cup
Main Object	4	Focus is on handle of coffee mug

core

Related Class-Feature Pairs

Important Features for Coffee Mug

There are 5 features annotated as core and 0 features annotated as spurious for Coffee Mug. Core features include 98, 471, 633, 1378, 1837.

Classes where Feature 1837 is among Most Important (i.e. top-5)

Feature 1837 is core for the following classes: Coffee Mug, Coffeemaker, Teapot, Water Jug.
Feature 1837 is spurious for the following classes: Espresso, Tea Cup.