yolov5-onnxruntime

C++ YOLO v5 ONNX Runtime inference code for object detection.

Dependecies:

• OpenCV 4.x
• ONNXRuntime 1.7+
• OS: Tested on Windows 11 and Ubuntu 20.04-WSL
• CUDA 11+ [Optional]

Build

To build the project you should run the following commands, don't forget to change ONNXRUNTIME_DIR cmake option:

mkdir build
cd build
cmake ..
make

Run

On Windows: to run the executable you should add OpenCV and ONNX Runtime libraries to your environment path or put all needed libraries near the executable (onnxruntime.dll and opencv_world.dll).

Run from CLI:

./yolo_ort