Yolo Object Detector

This project contains a .NET library and application to detect object in an RTSP video stream using a Yolo model, ML.NET and OpenCV. This is a work in progress.

• The Yolov4 implementation works
• The YoloV2 implementation in incomplete and does not yet work

NOTE Due to file size restrictions here in Github I have not included the ONNX models in the repo.

Build and run

• Using VS 2022
• Clone the repo
• Download the Yolov4.onnx model
• Build the solution
• Copy the model to the build output folder of the application
• Set the rtsp url including logon credentials as run argument
• Run the application

Tasks

• Application
  • Initial app connect to rtsp
  • Propper parameter parsing
  • Add ui
• Library
  • Yolo support
    • Unify code for algoritms
    • Config for object clases
  • Yolov4 support
    • Initial prototype
  • TinyYolov2 support
    • Initial prototype
  • Other Yolo versions TBD