greamown / infer-onnx-cpp

INFER-ONNX-CPP

This code is for inference of an ONNX model for computer vision. We are using C++ to code it.

Support Models Of Type	Models
Classification	resnet_18, resnet_50, resnet_101, vgg_16, vgg_19, mobilenet_v2, mobilenet_v3, inception_v3, efficientnet_b1
Object detection	yolov7, yolov7-tiny
Segmentation	yolov7

Ubuntu/Docker/WLS2(.run)

• Tutorial

Windows(.exe)

• Tutorial

Windows(.dll)

• Tutorial

Reference

• Pytorch
  • https://github.com/pytorch/pytorch
• YOLOv7
  • https://github.com/WongKinYiu/yolov7
• Onnxruntime
  • https://github.com/microsoft/onnxruntime
• OpenVINO
  • https://github.com/openvinotoolkit/open_model_zoo/
• Sample images from Pexels
  • https://www.pexels.com/

License

This project is licensed under the MIT License.