Salient Imagenet

Class: 515 (Cowboy Hat), Feature: 1705

This feature is spurious for class Cowboy Hat. It is the fourth most important feature for class Cowboy Hat.

Below, we display the five Cowboy Hat 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
Separate Object	4	Focus is on the eyes and forehead of the boy rather than the cowboy hat.
Separate Object	5	Most of the images are mainly focused on other objects like human beings.
Separate Object	5	Focus is on eyes that are not a part of cowboy hat or its background
Separate Object	5	Focus is on the eyes are not part of cowboy hat
Separate Object	3	The main obect is cowboy hat but the focus is on some other object.

spurious

Related Class-Feature Pairs

Important Features for Cowboy Hat

There are 3 features annotated as core and 2 features annotated as spurious for Cowboy Hat. Core features include 77, 140, 1298. Spurious features include 108, 1705.

Classes where Feature 1705 is among Most Important (i.e. top-5)

Feature 1705 is core for the following classes: Rickshaw, Sombrero.
Feature 1705 is spurious for the following classes: Cowboy Hat.