Salient Imagenet

Class: 11 (Goldfinch), Feature: 660

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

Below, we display the five Goldfinch 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	Heat map suggest the focus is on bird
Main Object	5	Most of the images are mainly focused on main object's body parts.
Separate Object	2	Focus is on the tree
Main Object	3	The body of the bird is focused on.
Main Object	3	I selected 3/5 because the red area covers the bird but it is not precise and in one pic it covers the tree branch

core

Related Class-Feature Pairs

Important Features for Goldfinch

There are 5 features annotated as core and 0 features annotated as spurious for Goldfinch. Core features include 520, 660, 1348, 1407, 1780.

Classes where Feature 660 is among Most Important (i.e. top-5)

Feature 660 is core for the following classes: Brambling, Goldfinch, House Finch, Junco, Indigo Bunting, American Robin, Jay, Chickadee, Bee Eater, Hummingbird, Jacamar.
Feature 660 is spurious for the following classes: Bulbul, Quail.