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csharp_deploy_yolov8's Introduction

基于C# WinForm平台部署Yolov8

Yolov8模型

  由Ultralytics开发的Ultralytics YOLOv8是一种尖端的,最先进的(SOTA)模型,它建立在以前的YOLO版本成功的基础上,并引入了新功能和改进,以进一步提高性能和灵活性。YOLOv8 设计为快速、准确且易于使用,使其成为各种对象检测、图像分割和图像分类任务的绝佳选择。

  YOLOv8是YOLO系列目标检测算法的最新版本,相比于之前的版本,YOLOv8具有更快的推理速度、更高的精度、更加易于训练和调整、更广泛的硬件支持以及原生支持自定义数据集等优势。这些优势使得YOLOv8成为了目前业界最流行和成功的目标检测算法之一。

WinForm部署平台

下图展示了搭建的WinForm模型部署平台,该模型部署平台支持多种推理方式与多种Yolov8模型。

image-20230419105906820

关于模型部署的更多细节文档,请参考以下文档:

OpenVINO_yolov8.md

TensorRT_yolov8.md

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