Salient Imagenet

Class: 954 (Banana), Feature: 1345

This feature is core for class Banana. It is the second 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	3	Focus is on banana and other fruit
Main Object	5	Focus is on the skin of the banana
Main Object	4	Focus is on peel which is a part of banana with the exceptions of images 1 and 2 where no bananas are present
Separate Object	4	Focus is on the various kind of vegetables .
Separate Object	4	Focus is on the others fruits except 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 1345 is among Most Important (i.e. top-5)

Feature 1345 is core for the following classes: Baguette, Bagel, Pretzel, Hot Dog, Spaghetti Squash, Acorn Squash, Cucumber, Bell Pepper, Granny Smith Apple, Strawberry, Orange, Fig, Pineapple, Banana, Cherimoya (Custard Apple), Pizza, Pot Pie.
Feature 1345 is spurious for the following classes: Frying Pan, Lemon.