El Bruno

Windows 10 and YOLOV2 for Object Detection Series

• Introduction to YoloV2 for object detection
• Create a basic Windows10 App and use YoloV2 in the camera for object detection
• Transform YoloV2 output analysis to C# classes and display them in frames
• Resize YoloV2 output to support multiple formats and process and display frames per second
• How to convert Tiny-YoloV3 model in CoreML format to ONNX and use it in a Windows 10 App

Hi!

There is a new Tiny YOLO V2 version in Azure AI Gallery

Tiny YOLOv2 1.2

I’ve updated my sample in GitHub to use this new version

https://github.com/elbruno/Blog/tree/master/20180806%20UwpMLNet%20TinyYoloV2%201.2

And it seems that Windows Insiders, are still having issues loading ONNXs models. My current build is 17730.1000

Happy Coding!

Greetings @ Toronto

El Bruno

References

• YOLOCoreML-MPSNNGraph
• VS Tools for AI Converting Models to ONNX
• YOLO: Real-time object detection
• YOLO9000: Better, Faster, Stronger by Joseph Redmon and Ali Farhadi (2016)
• ONNX Tools
• Azure AI Gallery, Tiny YOLO V2
• Azure AI Gallery, Tiny YOLO V2 1.2
• El Bruno, Windows Community Toolkit V 3.0 makes life incredibly easy if you need working with the camera in a UWP App
• Visual Studio Marketplace, Visual Studio Tools for AI
• Real-time object detection with YOLO
• Rene Schulte GitHub
• Sevans4067 WinML-TinyYolo