Salient Imagenet

Class: 346 (Water Buffalo), Feature: 980

This feature is core for class Water Buffalo. It is the fifth most important feature for class Water Buffalo.

Below, we display the five Water Buffalo 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	2	Focus is on the tusk
Main Object	5	Focus is on horns which is a part water buffalo
Main Object	5	Focus is on the horns of the water buffalo.
Main Object	4	Focus is on horns of water buffalo
Main Object	5	All the images are mainly focused on main object's body parts.

core

Related Class-Feature Pairs

Important Features for Water Buffalo

There are 3 features annotated as core and 2 features annotated as spurious for Water Buffalo. Core features include 714, 980, 1526. Spurious features include 63, 1127.

Classes where Feature 980 is among Most Important (i.e. top-5)

Feature 980 is core for the following classes: Tusker, Wild Boar, Warthog, Hippopotamus, Water Buffalo, Bison, Armadillo, Asian Elephant, African Bush Elephant.