Salient Imagenet

Class: 31 (Tree Frog), Feature: 270

This feature is core for class Tree Frog. It is the second most important feature for class Tree Frog.

Below, we display the five Tree Frog 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	Focus is on eyes of tree frog
Main Object	4	Red focus is on tree frog.
Main Object	4	Focus is on eye of tree frog
Main Object	4	Focus is below the eye area and the jaws of the tree frog.
Main Object	4	Focus is on eyes which is a part of frog

core

Related Class-Feature Pairs

Important Features for Tree Frog

There are 5 features annotated as core and 0 features annotated as spurious for Tree Frog. Core features include 270, 326, 597, 788, 1818.

Classes where Feature 270 is among Most Important (i.e. top-5)

Feature 270 is core for the following classes: American Bullfrog, Tree Frog, Tailed Frog, Mud Turtle, Terrapin, Barometer, Digital Watch, Hard Disk Drive.