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Demo of implement YOLO v3 with OpenCvSharp v4 on C#

Home Page: https://www.died.tw/2019/01/c-yolo3-with-opencvsharp4.html

C# 100.00%
yolo yolov3 opencv opencvsharp opencv4 csharp dnn object-detection opencvsharp4 yolo3

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yolo3-with-opencvsharp4's Issues

OpenCvSharp4 how to load yolo weight and config to predict with classifier trained

Hi
I try this guider , I got weight file.
https://github.com/AlexeyAB/darknet/wiki/Train-Classifier-on-ImageNet-(ILSVRC2012)
the cmd of darknet: to predict
./darknet classifier predict cfg/imagenet1k.data cfg/csdarknet53-omega.cfg backup/csdarknet53-omega_last.weights dog.jpg

How to implement code c# similar to 'classifier predict' it with opencvsharp
Tks in advance

how to use GPU

Hello, I use the CPU recognition speed is 400ms, may I ask how to use GPU acceleration

Exception Thrown

Hi. thanks for the response and sorry for asking so many questions.
I am now trying this repository and I get the following error :
System.TypeInitializationException: 'The type initializer for 'OpenCvSharpYolo3.Program' threw an exception.'
Inner Exception:
DirectoryNotFoundException: Could not find a part of the path 'C:\Users\V\YOLO3-With-OpenCvSharp4\YOLO3-With-OpenCvSharp4\OpenCvSharpYolo3\bin\Content\coco.names'.

I checked and coco does exist in the file. I'm not sure if I'm missing something very obvious mistake.
thank you for your help and support.

Using OpenCV for Unity

Sorry to ask such a question but do you think you can use this program with opencv for unity. I'm asking this because I have to run this application on a unity package.
Thanks for your help

How do we restrict the detection to faces only

Hey zhangyufei1995!

Thank you for sharing this, I really appreciate it and its save me huge amount of time, but how do we restrict on faces only? As I am working with face recognition and emgucv was a bit slow, so I'm looking for face detection using yolo and for facial recognition using opencvsharp is this possible? also real time face detection ?

Once again thank you very much for sharing

Best Regards

John

doesn't support Gaussian_yolov3

Hello, cvdnn.readnetfromdarknet doesn't support loading the Gaussian_yolov3 training model and the Gaussian_yolov3_bdd.cfg network

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