Salient Imagenet

Class: 515 (Cowboy Hat), Feature: 140

This feature is core for class Cowboy Hat. It is the third 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
Main Object	5	Focus is on head part of the hat
Main Object	5	The focus of the red region in the highlighted visual attributes is on cowboy hat.
Main Object	5	Focus is on the front side and outer part of the cowboy hat.
Main Object	4	Focus is on the top of the hat
Main Object	5	Focus is on crown which is part of cowboy ha

core

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

Feature 140 is core for the following classes: Brown Bear, Cowboy Hat.