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Datasets for training and testing

These datasets can be used for training, testing and validating the provided neural networks.

  • simatic_photos.tgz:
    Contains images for image classification separated in different sub-folders related to different SIMATIC products.
  • washing-machine: Multi-variate time series data of a washing machine including energy consumption (power), accelerometer (aX, aY, aZ) and gyroscope (gX, gY, gZ) measurements with varying frequency. Data is stored in parquet files. Both raw data and a simple time shifted variant is available.
  • state-identifier: Contains 2 sample data sets for AI Designer:
    • si-sample.parquet:
      Contains data points to identify equipment states from the measured data.
    • si-sample-with-labels.parquet:
      Contains data points with labels to classify equipment states from the measured data with the given classes.