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
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
El Bruno 
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