Salient Imagenet

Class: 445 (Bikini), Feature: 1340

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

Below, we display the five Bikini 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 on the bikini
Main Object	5	Focus is highlighting the model's breasts in the center of the image
Main Object	5	Most of the red areas are on the bikini top, but one is also on the bottom.
Main Object	5	The main object is an bikini. the focus of the red region on the highlighted visual attributes is on the bikini's that is a clothe, showing its main parts. because of that, i choose that focus is on some part of the main object.
Main Object	5	The focus of the red region in the highlighted visual attributes is bikini that a girl wear.

core

Related Class-Feature Pairs

Important Features for Bikini

There are 4 features annotated as core and 1 features annotated as spurious for Bikini. Core features include 202, 940, 989, 1340. Spurious features include 1535.

Classes where Feature 1340 is among Most Important (i.e. top-5)

Feature 1340 is core for the following classes: Bikini, Gown, Tights, One-Piece Bathing Suit.
Feature 1340 is spurious for the following classes: Swimming Cap, Bra, Diaper, Miniskirt, Sarong, Swim Trunks / Shorts.