Salient Imagenet

Class: 341 (Pig), Feature: 1526

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

Below, we display the five Pig 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	Based on images 1-5.
Main Object	4	Focus is on the face or body of the pig.
Main Object	5	Focus is on the body of the pig in both altered image categories.
Main Object	3	It mostly focus on the mammals flush and face or head
Main Object	4	The pig is red. first just his head, then other photos highlighted the tordo. then i realized the pig itself is the attribute.

core

Related Class-Feature Pairs

Important Features for Pig

There are 5 features annotated as core and 0 features annotated as spurious for Pig. Core features include 850, 1065, 1129, 1526, 1611.

Classes where Feature 1526 is among Most Important (i.e. top-5)

Feature 1526 is core for the following classes: Common Sorrel Horse, Pig, Warthog, Ox, Water Buffalo, Bison, Ram (Adult Male Sheep), Bighorn Sheep, Alpine Ibex, Hartebeest, Arabian Camel, Llama, Bullock Cart.
Feature 1526 is spurious for the following classes: Horse-Drawn Vehicle.