Salient Imagenet

Class: 180 (American Staffordshire Terrier), Feature: 1634

This feature is core for class American Staffordshire Terrier. It is the most important feature for class American Staffordshire Terrier.

Below, we display the five American Staffordshire Terrier 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 red region mainly focuses on the predicted object but does not cover it completely.
Main Object	5	Most of the pictures focus on the staffordshire terrier which is the main object
Main Object	5	The focus is on the dog's neck which is the main object
Main Object	5	Focus is on the dog's collar.
Main Object	5	From the heatmaps of the product it is clear that the intensity of red color is high on some part of the main object.

core

Related Class-Feature Pairs

Important Features for American Staffordshire Terrier

There are 5 features annotated as core and 0 features annotated as spurious for American Staffordshire Terrier. Core features include 3, 704, 747, 1634, 1708.

Classes where Feature 1634 is among Most Important (i.e. top-5)

Feature 1634 is core for the following classes: Rhodesian Ridgeback, American Staffordshire Terrier, German Shorthaired Pointer, Vizsla, Bullmastiff, Mexican Hairless Dog (Xoloitzcuintli).
Feature 1634 is spurious for the following classes: Giant Schnauzer, Chesapeake Bay Retriever, Dobermann, Boxer, Great Dane, Horse-Drawn Vehicle, Muzzle.