# 03 - YOLO26: Real-Time Object Detection

Complete guide to YOLO26: Real-Time Object Detection: architecture, practical implementation and best practices for developers and technical teams.

## What you'll learn

- 1.1 Output Representation
- 1.2 Non-Maximum Suppression (NMS)
- 1.3 Evaluation Metrics
- 2.1 Three-Stage Architecture: Backbone, Neck, Head
- 2.2 YOLO Evolution: From v1 to YOLO26

*This article is part of the **Computer Vision** series on federicocalo.dev.*

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## Read the full article

The complete article (18 min read) with code examples, diagrams, and practical exercises is available here:

**➡️ [03 - YOLO26: Real-Time Object Detection](https://federicocalo.dev/en/blog/yolo26-real-time-object-detection)**

`https://federicocalo.dev/en/blog/yolo26-real-time-object-detection`

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*By [Federico Calò](https://federicocalo.dev) — Software Developer & Technical Writer*