Salient Imagenet

Class: 953 (Pineapple), Feature: 1345

This feature is core for class Pineapple. It is the third most important feature for class Pineapple.

Below, we display the five Pineapple 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	In all five images focus is set on main part of object.
Main Object	4	Focus is on cell of pineapple
Main Object	2	Focus is on the main object
Main Object	5	The focus is on the pineapple and it's slices.
Main Object	2	Focus on the food

core

Related Class-Feature Pairs

Important Features for Pineapple

There are 4 features annotated as core and 1 features annotated as spurious for Pineapple. Core features include 139, 1090, 1097, 1345. Spurious features include 96.

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.