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Saliency Maps

[ˈseɪliənsi mæps]
New Computer Vision
Last updated: 2026-06-05

Definition

Visualizations that highlight which parts of an image are most important for a model’s decision.

Detailed Explanation

Heat maps that show which pixels in an input image most strongly influence a neural network’s output. Generated by computing the gradient of the output with respect to the input image.

Use Cases

Medical image analysis, object detection explanation, autonomous vehicle decision explanation

Related Terms