# Zero-Shot Image Classification

> Source: https://sukruyusufkaya.com/en/glossary/zero-shot-image-classification
> Updated: 2026-05-13T20:01:09.923Z
> Type: glossary
> Category: bilgisayarli-goru
**TLDR:** An approach in which a model recognizes new classes without additional training through textual descriptions or shared representation space.

<p>Zero-shot image classification represents a move away from fixed label lists toward more flexible visual intelligence. The model makes decisions by matching class names or descriptions with visual representations in a shared space. This is especially valuable for dynamic category lists, product catalogs, and open-world recognition problems. It is one of the most visible applications of the vision-language model family.</p>