Salient Imagenet

Class: 460 (Breakwater), Feature: 1140

This feature is spurious for class Breakwater. It is the most important feature for class Breakwater.

Below, we display the five Breakwater 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 main object is seawall structure whose some part got focus.
Separate Object	3	Focus is on the water
Background	2	The focus is on the beach before the seawall
Background	4	Focus is on water in the background of breakwater
Main Object	5	Most of the images are mainly focused on main object's body parts.

spurious

Related Class-Feature Pairs

Important Features for Breakwater

There are 1 features annotated as core and 4 features annotated as spurious for Breakwater. Core features include 1752. Spurious features include 76, 421, 961, 1140.

Classes where Feature 1140 is among Most Important (i.e. top-5)

Feature 1140 is core for the following classes: Dock, Suspension Bridge, Promontory.
Feature 1140 is spurious for the following classes: Breakwater, Dam, Cliff.