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meter_reader_openvino_cpp

This repository shows how to create an industrial meter reader with OpenVINO cpp runtime.

1 Install requirements

Please follow the Guides to install OpenVINO and OpenCV

2 Download and extract pre-trained model from PPYOLOv2 for detection and DeeplabV3+ for segmentation.

3 Convert the pdmodel to OpenVINO IR

  $ mo --input_model meter_det_model/model.pdmodel
  $ mo --input_model meter_seg_model/model.pdmodel

4 Compile the source code

  $ cd ~/meter_reader_openvino_cpp
  modify the `CMakeLists.txt` according to your local environment
  $ mkdir build && cd build
  $ cmake ..
  $ make

5 Run inference

 $ ./meter_reader meter_det_model/model.xml meter_seg_model/model.xml data/test.jpg

6 Results

the image with inference results will be saved locally. results

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