Salient Imagenet

Class: 393 (Clownfish), Feature: 981

This feature is core for class Clownfish. It is the fifth most important feature for class Clownfish.

Below, we display the five Clownfish 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	Focus on strip of anemone fish
Main Object	2	Focus on the object
Background	4	Focus is on the background of the anemone fish.
Main Object	4	The red region is on the fish in all the pictures.
Main Object	3	Anemone fish has been highlighted.

core

Related Class-Feature Pairs

Important Features for Clownfish

There are 5 features annotated as core and 0 features annotated as spurious for Clownfish. Core features include 413, 981, 1066, 1348, 1866.

Classes where Feature 981 is among Most Important (i.e. top-5)

Feature 981 is core for the following classes: Jellyfish, Sea Anemone, Brain Coral, Clownfish, Lionfish, Coral Reef.
Feature 981 is spurious for the following classes: Tiger Shark, Hammerhead Shark, Electric Ray, Loggerhead Sea Turtle, Sea Snake, Dugong, Eel, Rock Beauty Fish, Pufferfish, Scuba Diver.