In this project you will find the source code to compile yolo so it can be accessed through C#. Also you will find a C# wrapper project with some test programs.
Send an image to yolo and receive the position of the detected objects. Our project is meant to return the object-type and -position as processable data.
| Type | Confidence | X | Y | Width | Height |
|---|---|---|---|---|---|
| motorbike | 44.71 | 1932 | 699 | 411 | 441 |
- .NET Framework 4.6.1
- Microsoft Visual C++ Visual Studio 2017
- Visual Studio 2017
- x64 build
The package is available on nuget
PM> install-package Alturos.Yolo
PM> install-package Alturos.YoloV2TinyVocData
var imageData = File.ReadAllBytes("myimage.jpg");
var yoloWrapper = new YoloWrapper();
yoloWrapper.Initialize(new YoloConfiguration("yolov2-tiny-voc.cfg", "yolov2-tiny-voc.weights", "voc.names"));
var items = yoloWrapper.ProcessImage(imageData);| CPU | yolo v2 tiny voc | yolo v2 | yolo 9000 |
|---|---|---|---|
| Intel i7 3770 (with OpenMP) | 557 ms | - | - |
| Intel i7 3770 (without OpenMP) | 1155 ms | - | - |
This project don't have currently gpu support
| Graphic card | Single precision | yolo v2 tiny voc | yolo v2 | yolo 9000 |
|---|---|---|---|---|
| NVIDIA Quadro K420 | 300 GFLOPS | 94 ms | 296 ms | 640 ms |
| NVIDIA Quadro K620 | 768 GFLOPS | - | - | - |
| NVIDIA Quadro K1200 | 1151 GFLOPS | - | - | - |
| NVIDIA GeForce GT 710 | 366 GFLOPS | - | - | - |
| NVIDIA GeForce GT 730 | 693 GFLOPS | - | - | - |
| NVIDIA GeForce GT 1030 | 1098 GFLOPS | - | - | - |
| NVIDIA GeForce GTX 1060 | 4372 GFLOPS | - | - | - |