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Exporting your ReID models to TorchScript, ONNX, OpenVINO and TensorRT is as simple as:
python3 reid_export.py --include torchscript onnx openvino engine --device 0 --batch-size <max_num_expected_objects> --dynamic
This script takes in a PT model and converts it the selected frameworks. The exported models can take in an arbitrary number of inputs.