Salient Imagenet

Class: 311 (Grasshopper), Feature: 1797

This feature is spurious for class Grasshopper. It is the fourth most important feature for class Grasshopper.

Below, we display the five Grasshopper 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	Focus is on legs of grasshopper
Main Object	5	Focus is on the legs of the grasshopper
Background	4	Focus is on greenery and human hand in the background of grasshopper
Background	4	Focus is on the tip of the finger on which grasshopper is sitting.
Background	3	Focus is on grass in the background of grasshopper

spurious

Related Class-Feature Pairs

Important Features for Grasshopper

There are 3 features annotated as core and 2 features annotated as spurious for Grasshopper. Core features include 563, 1101, 1390. Spurious features include 1556, 1797.

Classes where Feature 1797 is among Most Important (i.e. top-5)

Feature 1797 is core for the following classes: Longhorn Beetle, Gossamer-Winged Butterfly.
Feature 1797 is spurious for the following classes: Fly, Bee, Ant, Grasshopper, Cricket Insect, Dragonfly, Damselfly, Red Admiral Butterfly, Ringlet Butterfly, Small White Butterfly, Sulphur Butterfly.