Salient Imagenet

Class: 975 (Lakeshore), Feature: 1239

This feature is core for class Lakeshore. It is the 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	It mostly focus on the waterside and edge of the water shore
Main Object	5	The focus is on lake shores which is the main object
Main Object	3	Lake area is highlighted in the pictures.
Main Object	4	Focus is mostly on the lake shore.
Background	4	The red region focuses mainly on the background and slightly overlaps with the predicted object.

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 1239 is among Most Important (i.e. top-5)

Feature 1239 is core for the following classes: Mountain, Lakeshore, Promontory, Beach, Valley.
Feature 1239 is spurious for the following classes: Tent, Volcano.