Salient Imagenet

Class: 954 (Banana), Feature: 1158

This feature is core for class Banana. It is the most important feature for class Banana.

Below, we display the five Banana 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	The focus is on the main body of the banana
Main Object	4	Focus is on center of the body of the banana
Main Object	5	Focus is on some bananas.
Main Object	5	Focus is on the middle part of the bananas in the pictures
Main Object	5	The focus of the red region in the highlighted visual attributes is on banana.

core

Related Class-Feature Pairs

Important Features for Banana

There are 4 features annotated as core and 1 features annotated as spurious for Banana. Core features include 1158, 1345, 1578, 1648. Spurious features include 68.

Classes where Feature 1158 is among Most Important (i.e. top-5)

Feature 1158 is core for the following classes: Zucchini, Cucumber, Banana.