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https://github.com/sdcb/OpenVINO.NET

High quality .NET wrapper for OpenVINO™ toolkit.
https://github.com/sdcb/OpenVINO.NET
Last synced: about 2 months ago
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High quality .NET wrapper for OpenVINO™ toolkit.
Host: GitHub
URL: https://github.com/sdcb/OpenVINO.NET
Owner: sdcb
License: apache-2.0
Created: 2023-08-07T07:26:45.000Z (about 1 year ago)
Default Branch: master
Last Pushed: 2024-06-19T09:43:13.000Z (3 months ago)
Last Synced: 2024-07-28T04:47:10.613Z (about 2 months ago)
Language: C#
Homepage:
Size: 4.62 MB
Stars: 358
Watchers: 13
Forks: 37
Open Issues: 3
Metadata Files:
- Readme: readme.md
- License: LICENSE.txt
Awesome Lists containing this project

awesome-openvino - OpenVINO.net
README

        # OpenVINO.NET ![NuGet](https://img.shields.io/nuget/dt/Sdcb.OpenVINO.svg?style=flat-square) [![QQ](https://img.shields.io/badge/QQ_Group-495782587-52B6EF?style=social&logo=tencent-qq&logoColor=000&logoWidth=20)](http://qm.qq.com/cgi-bin/qm/qr?_wv=1027&k=mma4msRKd372Z6dWpmBp4JZ9RL4Jrf8X&authKey=gccTx0h0RaH5b8B8jtuPJocU7MgFRUznqbV%2FLgsKdsK8RqZE%2BOhnETQ7nYVTp1W0&noverify=0&group_code=495782587)

High quality .NET wrapper for OpenVINO™ toolkit.

Please check my cnblogs blog for more details:

* 博客园 [20231015-sdcb-openvino-net](https://www.cnblogs.com/sdflysha/p/20231015-sdcb-openvino-net.html)

* PaddleOCR tutoria video:

  * How to use, run offline, GPU inference, performance tuning:

    * bilibili: https://www.bilibili.com/video/BV1bM411f74Z

    * youtube: https://www.youtube.com/watch?v=gG4iYgSbEXo

  * Deploy on different Linux platforms including OrangePI-4 LTS:

    * bilibili: https://www.bilibili.com/video/BV1R64y1L7Sv

## Packages

### Core packages

| Package                                | Version 📌                                                                                                                                                | Description                  |

| -------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------- |

| Sdcb.OpenVINO                          | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenVINO.svg)](https://nuget.org/packages/Sdcb.OpenVINO)                                                   | .NET PInvoke interface       |

| Sdcb.OpenVINO.Extensions.OpenCvSharp4  | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenVINO.Extensions.OpenCvSharp4.svg)](https://nuget.org/packages/Sdcb.OpenVINO.Extensions.OpenCvSharp4)   | OpenVINO OpenCvSharp4 extensions   |

### Platform shared runtime packages

| Package                                | Version 📌                                                                                                                                                | Description                  |

| -------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------- |

| Sdcb.OpenVINO.runtime.centos.7-x64     | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenVINO.runtime.centos.7-x64.svg)](https://nuget.org/packages/Sdcb.OpenVINO.runtime.centos.7-x64)         | Runtime for CentOS 7 x64     |

| Sdcb.OpenVINO.runtime.linux-arm        | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenVINO.runtime.linux-arm.svg)](https://nuget.org/packages/Sdcb.OpenVINO.runtime.linux-arm)               | Runtime for Debian 9+ ARM    |

| Sdcb.OpenVINO.runtime.linux-arm64      | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenVINO.runtime.linux-arm64.svg)](https://nuget.org/packages/Sdcb.OpenVINO.runtime.linux-arm64)           | Runtime for Debian 9+ ARM64  |

| Sdcb.OpenVINO.runtime.rhel.8-x64       | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenVINO.runtime.rhel.8-x64.svg)](https://nuget.org/packages/Sdcb.OpenVINO.runtime.rhel.8-x64)             | Runtime for RHEL 8 x64       |

| Sdcb.OpenVINO.runtime.debian.10-x64    | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenVINO.runtime.debian.10-x64.svg)](https://nuget.org/packages/Sdcb.OpenVINO.runtime.debian.10-x64)       | Runtime for Debian.10 x64    |

| Sdcb.OpenVINO.runtime.ubuntu.18.04-x64 | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenVINO.runtime.ubuntu.18.04-x64.svg)](https://nuget.org/packages/Sdcb.OpenVINO.runtime.ubuntu.18.04-x64) | (Maintenance stopped) |

| Sdcb.OpenVINO.runtime.ubuntu.20.04-x64 | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenVINO.runtime.ubuntu.20.04-x64.svg)](https://nuget.org/packages/Sdcb.OpenVINO.runtime.ubuntu.20.04-x64) | Runtime for Ubuntu 20.04 x64 |

| Sdcb.OpenVINO.runtime.ubuntu.22.04-x64 | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenVINO.runtime.ubuntu.22.04-x64.svg)](https://nuget.org/packages/Sdcb.OpenVINO.runtime.ubuntu.22.04-x64) | Runtime for Ubuntu 22.04 x64 |

| Sdcb.OpenVINO.runtime.ubuntu.24.04-x64 | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenVINO.runtime.ubuntu.24.04-x64.svg)](https://nuget.org/packages/Sdcb.OpenVINO.runtime.ubuntu.24.04-x64) | Runtime for Ubuntu 24.04 x64 |

| Sdcb.OpenVINO.runtime.android-arm64    | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenVINO.runtime.android-arm64.svg)](https://nuget.org/packages/Sdcb.OpenVINO.runtime.android-arm64)       | (preview)    |

| Sdcb.OpenVINO.runtime.win-x64          | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenVINO.runtime.win-x64.svg)](https://nuget.org/packages/Sdcb.OpenVINO.runtime.win-x64)                   | Runtime for Windows x64      |

### OpenCvSharp4 mini runtime

| Id                                     | Version | Size      | OS      | Arch |

| -------------------------------------- | ----- | -------- | ------------ | ----- |

| Sdcb.OpenCvSharp4.mini.runtime.centos.7-arm64      | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenCvSharp4.mini.runtime.centos.7-arm64.svg)](https://nuget.org/packages/Sdcb.OpenCvSharp4.mini.runtime.centos.7-arm64) | 3.23MB  | CentOS 7     | ARM64 |

| Sdcb.OpenCvSharp4.mini.runtime.centos.7-x64       | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenCvSharp4.mini.runtime.centos.7-x64.svg)](https://nuget.org/packages/Sdcb.OpenCvSharp4.mini.runtime.centos.7-x64) | 16.75MB | CentOS 7     | x64   |

| Sdcb.OpenCvSharp4.mini.runtime.debian.11-arm64    | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenCvSharp4.mini.runtime.debian.11-arm64.svg)](https://nuget.org/packages/Sdcb.OpenCvSharp4.mini.runtime.debian.11-arm64) | 4.05MB  | Debian 11    | ARM64 |

| Sdcb.OpenCvSharp4.mini.runtime.debian.11-x64      | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenCvSharp4.mini.runtime.debian.11-x64.svg)](https://nuget.org/packages/Sdcb.OpenCvSharp4.mini.runtime.debian.11-x64) | 18.13MB | Debian 11    | x64   |

| Sdcb.OpenCvSharp4.mini.runtime.debian.12-arm64    | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenCvSharp4.mini.runtime.debian.12-arm64.svg)](https://nuget.org/packages/Sdcb.OpenCvSharp4.mini.runtime.debian.12-arm64) | 4.18MB  | Debian 12    | ARM64 |

| Sdcb.OpenCvSharp4.mini.runtime.debian.12-x64      | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenCvSharp4.mini.runtime.debian.12-x64.svg)](https://nuget.org/packages/Sdcb.OpenCvSharp4.mini.runtime.debian.12-x64) | 17.47MB | Debian 12    | x64   |

| Sdcb.OpenCvSharp4.mini.runtime.ubuntu.22.04-arm64 | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenCvSharp4.mini.runtime.ubuntu.22.04-arm64.svg)](https://nuget.org/packages/Sdcb.OpenCvSharp4.mini.runtime.ubuntu.22.04-arm64) | 4.18MB  | Ubuntu 22.04 | ARM64 |

| Sdcb.OpenCvSharp4.mini.runtime.ubuntu.22.04-x64   | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenCvSharp4.mini.runtime.ubuntu.22.04-x64.svg)](https://nuget.org/packages/Sdcb.OpenCvSharp4.mini.runtime.ubuntu.22.04-x64) | 17.47MB | Ubuntu 22.04 | x64   |

| Sdcb.OpenCvSharp4.mini.runtime.android-arm64      | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenCvSharp4.mini.runtime.android-arm64.svg)](https://nuget.org/packages/Sdcb.OpenCvSharp4.mini.runtime.android-arm64) | 4.04MB  | Android      | ARM64 |

| Sdcb.OpenCvSharp4.mini.runtime.android-x64      | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenCvSharp4.mini.runtime.android-x64.svg)](https://nuget.org/packages/Sdcb.OpenCvSharp4.mini.runtime.android-x64) | 5.9MB  | Android      | x64 |

## Linux docker images(deprecated)

| Docker Image           | Version 📌                                                                                                            | Description                                   |

| ---------------------- | -------------------------------------------------------------------------------------------------------------------- | --------------------------------------------- |

| sdflysha/openvino-base | [![Docker](https://img.shields.io/docker/v/sdflysha/openvino-base)](https://hub.docker.com/r/sdflysha/openvino-base) | .NET 7 SDK, OpenCvSharp 4.8, Ubuntu 22.04 x64 |

Note: 

This docker image was built by [this dockerfile](https://github.com/sdcb/dockerfiles/blob/main/openvino/openvino-base/dockerfile), You can build other docker images as well.

## Infer examples:

Install packages:

* OpenCvSharp4

* OpenCVSharp4.runtime.win

* Sdcb.OpenVINO

* Sdcb.OpenVINO.runtime.win-x64

### Yolov8 models inference example:

* [Yolov8 detection model](https://github.com/sdcb/sdcb-openvino-yolov8-det)

* [Yolov8 classification model](https://github.com/sdcb/sdcb-openvino-yolov8-cls)

### Face detection example:

Please refer to [this project](https://github.com/sdcb/mini-openvino-facedetection)

### PaddleOCR example:

Please refer to [this project](https://github.com/sdcb/mini-openvino-paddleocr)

# Projects

## Sdcb.OpenVINO.PaddleOCR

### Packages

| Package                               | Version 📌                                                                                                                                              | Description                           |

| ------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------ | ------------------------------------- |

| Sdcb.OpenVINO.PaddleOCR               | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenVINO.PaddleOCR.svg)](https://nuget.org/packages/Sdcb.OpenVINO.PaddleOCR)                             | OpenVINO Paddle OCR Toolkit           |

| Sdcb.OpenVINO.PaddleOCR.Models.Online | [![NuGet](https://img.shields.io/nuget/v/Sdcb.OpenVINO.PaddleOCR.Models.Online.svg)](https://nuget.org/packages/Sdcb.OpenVINO.PaddleOCR.Models.Online) | Online Models for OpenVINO Paddle OCR |

The build instructions/docs is in this [opencvsharp-mini-runtime](https://github.com/sdcb/opencvsharp-mini-runtime) repository.

### Usage

You can refer to this github for mini-openvino-paddleocr demo: https://github.com/sdcb/mini-openvino-paddleocr

Actually it's very similar to my another project [PaddleSharp](https://github.com/sdcb/PaddleSharp/blob/master/docs/ocr.md)

# LICENSE

[Apache](./LICENSE.txt)