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guojin-yan/README.md

Stars Repos Followers Profile Views

🌐 Connect With Me

🎯 Tech Stack

C# OpenVINO TensorRT ONNX PaddlePaddle

C++ Python Rust .NET

PyTorch TensorFlow OpenCV YOLO

🏆 Core Projects

Stars Forks C#

🎯 统一的深度学习模型部署框架

✨ Features:

  • 🔌 支持 OpenVINO、TensorRT、ONNX Runtime
  • 🚀 统一的模型加载和推理接口
  • 📦 支持 YOLO、ResNet、BERT 等主流模型
  • 💻 跨平台支持 (Windows/Linux)
  • 📖 完善的 C# API 文档和示例

View Repo

Stars Forks C#

🔌 Intel OpenVINO 的完整 C# 封装

✨ Features:

  • 🎯 完整的 OpenVINO C API 到 C# 绑定
  • 🚀 支持 CPU、GPU、NPU 等多种设备
  • 📦 支持 PaddlePaddle、PyTorch、ONNX
  • 🔧 支持自定义预处理和后处理
  • 📚 包含 RT-DETR、YOLO、OCR 示例

View Repo

Stars Forks C#

⚡ NVIDIA TensorRT 的 C# 高性能接口

✨ Features:

  • 🚀 基于 NVIDIA TensorRT 高性能 GPU 推理
  • 🎯 支持 FP16/INT8 量化加速
  • 💻 支持动态输入尺寸 Dynamic Shape
  • 🔧 提供模型优化和序列化功能
  • 📦 支持 YOLOv8、RT-DETR 检测模型

View Repo

📦 Model Deployment Projects

🎯 Click to Expand (5 More Projects)

Stars Forks C#

🚀 YOLO 目标检测 C# 部署方案

✨ Features:

  • 🎯 支持 YOLOv5/YOLOv8/YOLOv9
  • 🔌 OpenVINO/TensorRT 双后端
  • 📦 完整的预处理/后处理
  • 💻 支持图片/视频/摄像头
  • 🖼️ 实时检测演示程序

View Repo

Stars Forks C#

⚡ RT-DETR 实时检测 Transformer

✨ Features:

  • 🎯 百度飞桨 RT-DETR 模型
  • 🔌 Intel OpenVINO 加速
  • 🚀 端到端检测pipeline
  • 📊 mAP 与速度平衡
  • 📱 支持边缘设备部署

View Repo

Stars Forks C#

📄 文字识别 OCR C# 部署

✨ Features:

  • 📖 文本检测 + 文本识别
  • 🔌 OpenVINO 推理加速
  • 🌏 支持中英文多语言
  • 🎯 DBNet + CRNN/SVTR
  • 🖼️ 支持倾斜/弯曲文本

View Repo


Stars Forks C#

✂️ Meta SAM 分割一切模型 C# 版

✨ Features:

  • 🎯 Meta AI Segment Anything Model
  • 🖱️ 点击/框选自动分割
  • 🔌 OpenVINO/ONNX 推理
  • 💻 交互式分割演示
  • 🖼️ 批量图像处理

View Repo

Stars Forks C#

🚀 百度 PP-YOLOE 目标检测

✨ Features:

  • 🎯 PP-YOLOE 实时检测模型
  • 🔌 Intel OpenVINO 优化
  • 📊 高精度/SOTA 性能
  • 🎛️ 支持模型量化
  • 🏭 工业级检测方案

View Repo

📊 Delivery Power

💻 Language Distribution

C#         ████████████████████████████████████████  45%
C++        ████████████████████████                  25%
Python     ████████████████████                      20%
Other      ██████████                                10%

🔥 Contribution Overview

Status Commits Projects

🔥 Social Media & Blogs

📝 CSDN

📝 博客园

📱 微信公众号

👥 QQ交流群

📈 Contribution Activity

Contribution Snake

🐍 Auto-generated by GitHub Actions

🔗 Quick Links

GitHub CSDN 博客园

Email QQ 微信公众号


Pinned Loading

  1. OpenVINO-CSharp-API OpenVINO-CSharp-API Public

    OpenVINO wrapper for .NET.

    C# 231 58

  2. TensorRT-CSharp-API TensorRT-CSharp-API Public

    TensorRT wrapper for .NET.

    C# 213 38

  3. DeploySharp DeploySharp Public

    Deploying deep learning models on multiple platforms (OpenVINO/ONNX Runtime, etc.)

    C# 172 49

  4. HIP-CSharp-API HIP-CSharp-API Public

    Direct AMD HIP Runtime and HIPRTC bindings for C# and .NET, with managed resource owners and a complete generated low-level C ABI.

    C# 3

  5. OpenCV-CSharp-API OpenCV-CSharp-API Public

    OpenCV wrapper for .NET.

    C# 3 1

  6. MIGraphX-CSharp-API MIGraphX-CSharp-API Public

    For NET applications provide complete low-level binding of MIGraphX official C API, as well as high-level hosted APIs for ONNX model parsing, AMD GPU compilation, parameter management, and synchron…

    C# 1