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Drivers Drowsiness Detection - Advanced Machine Learning

In this repository, you can find the following notebooks that have been used during the development of the project:

  • Folder preparation: this notebook was necessary to restructure the original dataset and thus it is not required to run it again, unless the original dataset is downloaded from scratch.
  • Model definition: this notebook was used to train the model, starting from the restructured dataset. This notebook can be run on Google Colab in order to re-train the model.
  • Real time application: this notebook can be run also locally, to load the model and apply it on the frames capture by a webcam.

Would you like to see the report? Check it here

Sleepy driver image

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