onnx-yolo-mwe

Minimum working examples of inference using an ONNX Ultralytics YOLO model in javascript and python.

Requirements

The Python code requires the packages

ultralytics
onnxruntime

The javascript implementation requires onnxruntime and jimp, which are accessed using a CDN.

Usage

Download inference image and YOLOv8 (and convert to .onnx) with python init.py.
Run inference on image in python with python main.py.
Run inference on image in javascript by hosting index.html on local server and pressing 'Click to detect.'.