onnx-yolo-mwe

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

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Requirements

The Python code requires the packages

• ultralytics
• onnxruntime

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

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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.'.