Salient Imagenet

Class: 975 (Lakeshore), Feature: 421

This feature is core for class Lakeshore. It is the third most important feature for class Lakeshore.

Below, we display the five Lakeshore 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 is on the expanse of water in a lake.
Separate Object	3	Focus is on the lake water.
Main Object	4	All three attributes focus on the water and docks.
Main Object	4	The red region in the highlighted visual attributes focuses on the lakeshore.
Main Object	4	Focus seems to be on light reflected areas of the lakeside.

core

Related Class-Feature Pairs

Important Features for Lakeshore

There are 3 features annotated as core and 2 features annotated as spurious for Lakeshore. Core features include 421, 1239, 1959. Spurious features include 76, 516.

Classes where Feature 421 is among Most Important (i.e. top-5)

Feature 421 is core for the following classes: Lakeshore, Beach.
Feature 421 is spurious for the following classes: Boathouse, Breakwater, Pier, Shipwreck, Cliff, Promontory, Sandbar.