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

Buenas!

Ya tenemos disponible una nueva version de Tiny YOLO V2 en Azure AI Gallery

Tiny YOLOv2 1.2

Así que he actualizado el sample en GitHub para que utilice esta nueva version

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

Y solo recordar que la carga de modelos ONNX parece que sigue sin funcionar en las versiones de Windows Insiders, en mi caso la build 17730.1000

Happy Coding!

Saludos @ 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