Salient Imagenet

Class: 774 (Sandal), Feature: 827

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

Below, we display the five Sandal 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 feet that are not a part of sandal or its background
Main Object	4	Focus is on some part of the main object sandal
Separate Object	5	Focus is on feet that are not a part of sandal
Main Object	5	Focus is on the part of sandal
Main Object	5	Most of the images are mainly focused on main object's body parts.

core

Related Class-Feature Pairs

Important Features for Sandal

There are 4 features annotated as core and 1 features annotated as spurious for Sandal. Core features include 648, 827, 1311, 2014. Spurious features include 1781.

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.