Salient Imagenet

Class: 975 (Lakeshore), Feature: 1959

This feature is core for class Lakeshore. It is the second most important feature for class Lakeshore.

Below, we display the five Lakeshore 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	3	The red region in the highlighted visual attributes focuses on the trees of a lakeside.
Main Object	3	The red region mainly focuses on the predicted object but also focuses on other objects and the background in different images.
Background	3	Focus on the background
Main Object	4	Trees in the lake shore are highlighted.
Main Object	4	Focus is on the trees that form the lakeshore.

core

Related Class-Feature Pairs

Important Features for Lakeshore

There are 3 features annotated as core and 2 features annotated as spurious for Lakeshore. Core features include 421, 1239, 1959. Spurious features include 76, 516.

Classes where Feature 1959 is among Most Important (i.e. top-5)

Feature 1959 is core for the following classes: Lakeshore.
Feature 1959 is spurious for the following classes: Dog Sled, Tent, Ski, Snowmobile.