Salient Imagenet

Class: 139 (Ruddy Turnstone), Feature: 618

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

Below, we display the five Ruddy Turnstone 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	2	Focus is on the animal
Main Object	4	Focus of the red region in the highlighted visual attributes seems to be within the confines of the main object, specifically on the underside regions of the main object.
Main Object	3	Red focus is on the body of the bird.
Main Object	5	The heat map shows where the model is looking focused when showing the visual attributes, such is the case here.
Main Object	5	From the heatmaps of the product it is clear that the intensity of red color is high on some part of the main object.

core

Related Class-Feature Pairs

Important Features for Ruddy Turnstone

There are 4 features annotated as core and 1 features annotated as spurious for Ruddy Turnstone. Core features include 517, 585, 618, 1500. Spurious features include 1468.

Classes where Feature 618 is among Most Important (i.e. top-5)

Feature 618 is core for the following classes: Quail, Ruddy Turnstone, Dunlin, Common Redshank, Oystercatcher, Red Wine.