Salient Imagenet

Class: 770 (Sneaker), Feature: 827

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

Below, we display the five Sneaker 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 the running shoe.
Main Object	4	Focus is on the body of running shoe
Main Object	5	Focus is on laces of the running shoe
Main Object	4	The main obect is running shoe whose some part got focus.
Main Object	5	Focus is on the lace of the running shoe

core

Related Class-Feature Pairs

Important Features for Sneaker

There are 5 features annotated as core and 0 features annotated as spurious for Sneaker. Core features include 448, 648, 827, 1286, 1570.

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.