Salient Imagenet

Class: 824 (Scarf), Feature: 1513

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

Below, we display the five Scarf 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	2	While the red-highlighted parts of the images were stoles, it also marked other parts of the stole in blue. only in the top picture did if correctly identify the whole stole.
Main Object	4	The red region in the highlighted visual attributes focuses on the part of a stole.
Main Object	3	Red highlight is on the main object stole.
Main Object	4	Focus is on the pattern of the stole.
Main Object	5	Focus is in the center of the image highlighting the scarf

core

Related Class-Feature Pairs

Important Features for Scarf

There are 4 features annotated as core and 1 features annotated as spurious for Scarf. Core features include 627, 1150, 1228, 1513. Spurious features include 425.

Classes where Feature 1513 is among Most Important (i.e. top-5)

Feature 1513 is core for the following classes: Crayfish, Mitten, Sock, Spindle, Scarf, Velvet Fabric, Wool.