Salient Imagenet

Class: 447 (Binoculars), Feature: 1678

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

Below, we display the five Binoculars 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	Most of the images are mainly focused on main object's body parts.
Main Object	5	Focus is on some part of binoculars.
Main Object	4	Focus is on the outer surface of the lens of the binoculars.
Main Object	5	Focus is on the lens of the binoculars.
Main Object	5	Focus is on binoculars

core

Related Class-Feature Pairs

Important Features for Binoculars

There are 5 features annotated as core and 0 features annotated as spurious for Binoculars. Core features include 1024, 1178, 1678, 1701, 1757.

Classes where Feature 1678 is among Most Important (i.e. top-5)

Feature 1678 is core for the following classes: Binoculars, Power Drill, Radio.
Feature 1678 is spurious for the following classes: Microphone.