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Updated Math, Enhanced Functionalities

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@iSiddharth20 iSiddharth20 released this 07 Jan 03:33
· 9 commits to main since this release
7b643e6

What is New in this Version?

  • Flexibility to Add different independent Datasets for AutoEncoder and LSTM, now these components don't necessarily have to be trained on the same images.
  • Ability to define independent and different batch size for AutoEncoder Training and LSTM Training.
  • SSIM will now act as Regularization Term along with MSE in SSIMLoss Function.
  • Updated and Corrected Math for MaxEnt Regularization Term.
  • For LSTM Training, Each Individual Sequence will now be split to create Training/Validation Datasets.