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A summative coursework for CSC8637 Deep Learning

Jupyter Notebook 100.00%
cyclegan fine-grained-classification gan gans generative-adversarial-network image-classification lstm lstm-classification rnn rnn-lstm rnn-tensorflow time-series timeseries timeseries-forecasting data-preprocessing data-science evaluation-metrics

csc8637_coursework's Introduction

CSC8637 Deep Learning

The CycleGAN model is from:-

@inproceedings{CycleGAN2017,
  title={Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks},
  author={Zhu, Jun-Yan and Park, Taesung and Isola, Phillip and Efros, Alexei A},
  booktitle={Computer Vision (ICCV), 2017 IEEE International Conference on},
  year={2017}
}

The datasets used:-

For Task 1 CycleGAN:

For Task 2 Fine-grained image classification:

For Task 3 is a dataset made by the University:-

The file is a comma separated value (CSV) file with the following columns:

  • Date and time of the event
  • The event type โ€“ either LOGIN or LOGOUT
  • The cluster on which the event occurred
  • The duration โ€“ for a LOGIN this is the number of milli-seconds the user was logged in for, for a LOGOUT this is zero
  • The total number of users logged in at that point in time

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