Salient Imagenet

Class: 725 (Drink Pitcher), Feature: 1378

This feature is core for class Drink Pitcher. It is the third 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	3	Focus on glass
Main Object	5	Focus is on the handle of the teapot
Background	4	The red region in the highlighted visual attributes focuses on the background of the pitcher.
Background	4	Focus is on the background area in between the handles of pitcher.
Main Object	4	The hollow space in the handle seems to be part of the structure of the samples int he predicated category.

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 1378 is among Most Important (i.e. top-5)

Feature 1378 is core for the following classes: Coffee Mug, Coffeemaker, Drink Pitcher, Teapot.
Feature 1378 is spurious for the following classes: Water Jug.