Salient Imagenet

Class: 827 (Stove), Feature: 1369

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

Below, we display the five Stove 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	Most of the images are mainly focused on main object's body parts.
Main Object	3	Focus is on door opening of stove
Main Object	5	Focus is on the structure of the stove
Main Object	4	Focus is on one of the corner of the stove.
Main Object	5	The focus is on the oven and oven door.

core

Related Class-Feature Pairs

Important Features for Stove

There are 4 features annotated as core and 1 features annotated as spurious for Stove. Core features include 934, 1217, 1369, 1976. Spurious features include 988.

Classes where Feature 1369 is among Most Important (i.e. top-5)

Feature 1369 is core for the following classes: Cassette, Crate, Ipod, Modem, Polaroid Camera, Printer, Safe, Stove, Electrical Switch, Tray.
Feature 1369 is spurious for the following classes: Mousetrap.