Salient Imagenet

Class: 396 (Lionfish), Feature: 981

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

Below, we display the five Lionfish 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 mainly focuses on the predicted object but slightly spreads to the background and doesn't cover it fully.
Separate Object	5	The focus is on the other object rather than main object
Main Object	3	Lionfish has been highlighted.
Main Object	3	Focus is on the body of the lionfish.
Main Object	5	Highlighted area focused on the lionfish.

core

Related Class-Feature Pairs

Important Features for Lionfish

There are 5 features annotated as core and 0 features annotated as spurious for Lionfish. Core features include 36, 298, 944, 981, 1732.

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.