Salient Imagenet

Class: 836 (Sunglasses), Feature: 824

This feature is core for class Sunglasses. It is the fifth 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	5	The focus needs to be on the sunglasses, and the main focus is on some of the parts of the sunglasses.
Main Object	4	Focus seems to be in the middle structure of the sunglass.
Background	3	The red region in the highlighted visual attributes focuses on the background of the sunglass.
Main Object	5	The focus is on the central part of the photo, on the model's nose
Main Object	3	The focus is on the bridge 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 824 is among Most Important (i.e. top-5)

Feature 824 is core for the following classes: Car Mirror, Sunglasses.
Feature 824 is spurious for the following classes: Sunglasses.