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A tiny predictive maintenance model for the ToyADMOS dataset based on a convolutional autoencoder

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Ekhao/ToyADMOSTinyAutoencoder

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ToyADMOSTinyAutoencoder

A tiny convolutional autoencoder for anomaly detection in the ToyADMOS dataset. The model is small enough to fit on an Arduino Nano 33 BLE Sense.

This repository contains four files:

  • A .gitignore file that lists a bunch of acessory files that shouldn't be committed to this online repository.
  • This README file.
  • A python script which trains and tests the tiny convolutional autoencoder. Use the "-h" option for usage information.
  • A python script to process the results generated by the tiny convolutional autoencoder.

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A tiny predictive maintenance model for the ToyADMOS dataset based on a convolutional autoencoder

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