Salient Imagenet

Class: 836 (Sunglasses), Feature: 312

This feature is core for class Sunglasses. It is the third most important feature for class Sunglasses.

Below, we display the five Sunglasses 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	Red focus is on the sunglasses.
Main Object	5	Focus is on the sunglasses.
Main Object	1	Focus mainly on the glasses and shadow on the glasses
Background	4	The red region in the highlighted visual attributes focuses on the background of a sunglass.
Main Object	4	Focus is on the rim of the sunglasses.

core

Related Class-Feature Pairs

Important Features for Sunglasses

There are 3 features annotated as core and 2 features annotated as spurious for Sunglasses. Core features include 312, 824, 1651. Spurious features include 108, 537.

Classes where Feature 312 is among Most Important (i.e. top-5)

Feature 312 is core for the following classes: Sunglasses.