Salient Imagenet

Class: 1 (Goldfish), Feature: 457

This feature is core for class Goldfish. It is the fourth most important feature for class Goldfish.

Below, we display the five Goldfish 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	Focus is on the fish's head.
Main Object	5	Clear focus on the fish with no overlap
Main Object	3	Red focus is on the fish.
Main Object	4	Visual attribute is on the body of the fish. in few images the visual attribute is on the body and on on eye of the goldfish and on tail.
Main Object	4	Heat map suggest the focus is on goldfish gills

core

Related Class-Feature Pairs

Important Features for Goldfish

There are 5 features annotated as core and 0 features annotated as spurious for Goldfish. Core features include 316, 457, 495, 1462, 1845.

Classes where Feature 457 is among Most Important (i.e. top-5)

Feature 457 is core for the following classes: Goldfish, Brambling, Pembroke Welsh Corgi, Dingo, Red Fox.