Salient Imagenet

Class: 435 (Bathtub), Feature: 1308

This feature is core for class Bathtub. It is the most important feature for class Bathtub.

Below, we display the five Bathtub 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	3	The red region in the highlighted visual attributes focuses on the part of a bathtub.
Main Object	3	Bathtub has been highlighted.
Main Object	1	3/5 red highlights tub. 2/5 red highlights people. am not sure how to answer this but went with the majority.
Main Object	5	Focus is on the main object.
Main Object	3	Focus is on part of the bathtub in some photos, but on the people in the bathtub in other photos.

core

Related Class-Feature Pairs

Important Features for Bathtub

There are 5 features annotated as core and 0 features annotated as spurious for Bathtub. Core features include 419, 592, 662, 1308, 1934.

Classes where Feature 1308 is among Most Important (i.e. top-5)

Feature 1308 is core for the following classes: Bathtub, Sink.
Feature 1308 is spurious for the following classes: Diaper, Swim Trunks / Shorts, Hot Tub.