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1. SuperResolution SuperResolution Public

   Pytorch Implemenation of a SRGAN with regularization loss to stabilize GAN training. Work presented at the Japanese conference MIRU.

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2. TextureSynthesis TextureSynthesis Public

   Implementation of 4 different Texture Synthesis algorithms in python 3 using numpy. Two Patch based and 2 density based implementations. Color and grayscale available. Indepth performance analysis …

   Jupyter Notebook 1 1

3. BesselEstimation BesselEstimation Public

   Small one week school project that I think was really interesting. The goal is to categorize images by only 2 parameters that are estimated by fitting a density probability density to histograms of…

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4. Gan_data_augmentation Gan_data_augmentation Public

   Partial work from 2019, missing some commits from back then. Showing limits of the GANs for data augmentation

   Python 1

5. NumpyNeuralNetwork NumpyNeuralNetwork Public

   Implementation of neural networks with only numpy. Contains very detailed comments on regression/classifier as well as a GAN

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6. AutoEncoderTest AutoEncoderTest Public

   Small project I did on dimensionality reduction with AutoEncoders and Adversarial Autoencoders in a few days

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