The HSV, BGR and LAB Showdown (A Comparative Analysis) 💫

Polishing Color Science to Isolate Discriminative Features

Overview

“ Do you know that some color spaces, like RGB, are sensitive to lighting variations, causing inconsistent feature representation.“

For instance, in object detection for autonomous driving, RGB images under varying light (day vs. night) can confuse models, whereas HSV or LAB might normalise illumination better, improving robustness.

In this blog,…