Salient Imagenet

Class: 639 (One-Piece Bathing Suit), Feature: 491

This feature is spurious for class One-Piece Bathing Suit. It is the fifth most important feature for class One-Piece Bathing Suit.

Below, we display the five One-Piece Bathing Suit 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	2	Focus on the people
Separate Object	3	Focus is on water, not on the maillot
Background	4	The red is focusing on the ocean, the background of the model wearing the maillot.
Background	4	Focus is on the water in the background of the maillot.
Background	3	Red focus is on the back ground.

spurious

Related Class-Feature Pairs

Important Features for One-Piece Bathing Suit

There are 3 features annotated as core and 2 features annotated as spurious for One-Piece Bathing Suit. Core features include 234, 1269, 1340. Spurious features include 491, 1535.

Classes where Feature 491 is among Most Important (i.e. top-5)

Feature 491 is spurious for the following classes: Stingray, Loggerhead Sea Turtle, Sea Lion, One-Piece Bathing Suit, Sarong, Snorkel, Shipwreck, Sandbar, Beach, Scuba Diver.