Salient Imagenet

Class: 934 (Hot Dog), Feature: 1345

This feature is core for class Hot Dog. It is the second most important feature for class Hot Dog.

Below, we display the five Hot Dog 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	4	Focus is on the cutted edges of the hotdog.
Main Object	5	Focus is on hotdog
Main Object	4	Red focus is on hot dog.
Main Object	4	Focus is on top of hotdog
Main Object	5	Focus is on the bread which is part of the main object

core

Related Class-Feature Pairs

Important Features for Hot Dog

There are 5 features annotated as core and 0 features annotated as spurious for Hot Dog. Core features include 43, 79, 307, 1316, 1345.

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.