# Bounding Box Regression

> Source: https://sukruyusufkaya.com/en/glossary/bounding-box-regression
> Updated: 2026-05-13T20:58:24.673Z
> Type: glossary
> Category: bilgisayarli-goru
**TLDR:** A detection subtask that predicts an object’s location and size in an image as coordinates.

<p>Bounding box regression allows object detection systems to output not only class labels but also spatial localization. The model predicts the region occupied by an object as a rectangle. This is a core component in surveillance, retail shelf analytics, autonomous driving, and medical marking applications. Accurate box prediction is one of the main determinants of practical detection quality.</p>