Cloning the OpenVINO inference demo

git clone https://github.com/garybaughintel/openvino_inference_demo.git
cd openvino_inference_demo
git lfs install
git lfs pull

Installing OpenVINO Python API

The latest installation instructions.

python -m venv .venv
.venv\Scripts\activate
python -m pip install --upgrade pip
pip install openvino-dev==2022.3.0

Running the reference demo

python ov_inference.py

References

Introduction to convolutional neural networks (CNN)

Installing Python on Windows

Git for Windows

OpenVINO model zoo demos

YoloV4

Netron for viewing OpenVINO models

Downloading and converting YoloV3 model

omz_downloader --name yolo-v3-onnx
omz_converter --name yolo-v3-onnx

More details on getting models from the OpenVINO model zoo

Tracking large binary files with git lfs

Managing large files An example to add *.bin files to git lfs

git lfs track "*.bin"