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An ONNX inference engine for computer vision

Project description

ONNXCV

Alpha release

Welcome to ONNXCV

Welcome to OnnxCV! OnnxCV (Open Neural Network EXchange Runtime for Computer Vision) is an inference engine for realtime computer vision, built upon ONNX Runtime and OpenCV.

To learn more about ONNX, go to their Github repo here or their website here. To learn more about OpenCV, go to their repo here or their website here.

Quickstart

Install ONNXCV by invoking the following command in a terminal or command prompt: pip install onnxcv

Create a new directory and download the ResNet model. Copy and paste the following script in your code:

from  onnxcv import ImageClassifier
clf = ImageClassifier('resnet18v1.onnx')
clf.run()

To Do:

  • Finish documentation (ETA: 1 day)

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