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Complete pipeline to train (tiny) Yolov3 and deploy it to Edge devices with NNPack, TFLite or OpenVINO. You can choose depending on your application. The pipeline is demonstrated by training it on a data set about road damage.

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steven-mi/yolov3-road-damage-detection

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yolov3-road-damage-detection

this repository contains the whole pipeline to train (tiny) yolov3 and deploy it

  • train contains scripts to train the model
  • deploy-as-tflite contains scripts to convert the model to .tflite
  • deploy-on-pi-with-nnpack contains scripts to install nnpack on a raspberry pi and deploy the yolov3 model on it
  • deploy-on-pi-with-openvino contains scripts to install openvino on a raspberry pi and deploy the yolov3 model on it

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Complete pipeline to train (tiny) Yolov3 and deploy it to Edge devices with NNPack, TFLite or OpenVINO. You can choose depending on your application. The pipeline is demonstrated by training it on a data set about road damage.

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