/Data-Preprocessing

Preprocessing scripts for use with SuperGAN

Primary LanguagePython

SuperGAN Dataset Preprocessing

About

This repository contains the scripts for preprocessing the datasets used in the SuperGAN paper. It does not, however, contain any of the datasets, preprocessed or otherwise. These datasets can be found at the following locations:

Daily and Sports Activities Dataset CASAS ADL Activities Dataset

Usage

Download the datasets in question and extract to the following folders:

  • sportsdata for the Daily and Sports Activities Dataset
  • adlnormal for the CASAS ADL Activities Dataset

Then run each preprocess script to yield an .h5 file containing the preprocessed dataset. These scripts will require the following Python3 packages:

  • h5py
  • numpy
  • pandas