Salient Imagenet

Class: 730 (Farm Plow), Feature: 63

This feature is spurious for class Farm Plow. It is the fifth most important feature for class Farm Plow.

Below, we display the five Farm Plow 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
Separate Object	5	Focus is on the animal that bears the plow.
Main Object	4	Focus is on main object plow, plough fully focus
Separate Object	5	Focus is on animals and not on plough
Background	4	Focus is in field in the background of plow
Separate Object	3	The main object is plough but the focus is on other object.

spurious

Related Class-Feature Pairs

Important Features for Farm Plow

There are 3 features annotated as core and 2 features annotated as spurious for Farm Plow. Core features include 242, 503, 1208. Spurious features include 63, 1812.

Classes where Feature 63 is among Most Important (i.e. top-5)

Feature 63 is core for the following classes: Warthog, Bison.
Feature 63 is spurious for the following classes: Ostrich, Common Sorrel Horse, Ox, Water Buffalo, Llama, Farm Plow.