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paddlexcsharp's Introduction

简介

本项目基于C#开发，可以驱动海康威视黑白相机、basler黑白/彩色相机，获取图像后使用PaddleX深度学习库，实现图像分类、目标检测和语义分割功能

从功能层面，共分为三部分：

  • 本地单模型模式
    • 部署于本地服务器
    • 每次可调用一个相机
    • 加载一个深度学习模型，实现一种任务
  • 本地多模型模式
    • 部署于本地服务器
    • 每次可调用多个相机（目前支持2个）
    • 每个相机可独立加载一个深度学习模型，同步实现多种任务
  • 远程起服务模式
    • 部署于远程服务器
    • 通过gRPC方式，调用远程服务器

单相机模式界面

相机操作及推理

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多相机模式界面

相机操作及推理

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paddlexcsharp's People

Contributors

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Watchers

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