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YOLO Architectures Review: YOLOv1 to YOLOv8 by Eliel B2W is a document available to read on EtoBox.

What is YOLO Architectures Review: YOLOv1 to YOLOv8 about?

This document provides a comprehensive review of the YOLO (You Only Look Once) architecture evolution in real-time object detection, covering versions from YOLOv1 to YOLOv8 and YOLO-NAS. It discusses innovations, architectural changes, training techniques, and applications across various fields, highlighting the balance between speed and accuracy. The paper also outlines object detection metrics and future research directions to enhance real-time detection systems.

Author

Eliel B2W

Language

EN