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DetectionPi

Real-time face recognition on Raspberry pi.

ONNX and model optimization

Switch tensorflow inference to ONNX since unavaliable tensorflow C++ stable API and impovring ONNX ecosystem.

Set up Tensorflow C++ API Library (Deprecated)

This repository makes possible the usage of the TensorFlow C++ API from the outside of the TensorFlow source code folders and without the use of the Bazel build system, please refer to Tensorflow C++ API.

TODO

  • Tensorflow SSD-MobileNetV2 to ONNX
  • Inference code
  • Deploy on Raspberry pi
  • YoloV4
  • Model Optimization

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Process images and detect object on raspberry pi with tensorflow and opencv

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