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Apr, 2023
从YOLOv1到YOLOv8以及未来——YOLO的全面评估
A Comprehensive Review of YOLO: From YOLOv1 to YOLOv8 and Beyond
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Juan Terven, Diana Cordova-Esparza
TL;DR
本文综合分析了YOLO实时目标检测系统的发展历程及其每个版本的创新和贡献，从原版YOLO到YOLOv8，涵盖了标准度量和后处理、网络架构和训练技巧等方面，总结了YOLO发展的重要经验和展望其未来，强调提高实时目标检测系统的潜在研究方向。
Abstract
yolo
has become a central
real-time object detection
system for robotics, driverless cars, and video monitoring applications. We present a comprehensive analysis of
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