Salient Imagenet

Class: 806 (Sock), Feature: 827

This feature is core for class Sock. It is the fifth most important feature for class Sock.

Below, we display the five Sock 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 of the red region in the highlighted visual attributes is on sock.
Main Object	4	Focus is on design of sock
Main Object	3	Focus is on the shoes
Main Object	3	Focus is on pattern which is a part of sock
Main Object	5	All the images are mainly focused on main object's body parts.

core

Related Class-Feature Pairs

Important Features for Sock

There are 5 features annotated as core and 0 features annotated as spurious for Sock. Core features include 627, 827, 1142, 1513, 1816.

Classes where Feature 827 is among Most Important (i.e. top-5)

Feature 827 is core for the following classes: Clogs, Cowboy Boot, Slip-On Shoe, Sneaker, Sandal, Shoe Store, Sock.