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  1. ColorHarmony ColorHarmony Public

    Aiming to explore solutions for image color harmonisation using style transfer, traditional methods and CNNs

    Jupyter Notebook 1

  2. Encoding_Fluency Encoding_Fluency Public

    Encoding_Fluency is a package that provides a comprehensive suite of tools for training deep learning models, specifically Variational Autoencoders (VAEs), and extracting metrics from them. The pac…

    Python 1

  3. Generative_models Generative_models Public

    Python code (.py or .ipynb) I wrote for a selection of generative deep learning models : AE (fully connected), AE (convolutional), VAE, VQ-VAE, GAN, conditional GAN. Mostly a personal project.

    Jupyter Notebook 1

  4. MASM_PNG_ENCODER MASM_PNG_ENCODER Public

    a very basic png encoder written in masm assembly code. It conforms to the RFC1951 standars as well as the official PNG specification. Personal project.

    Assembly

  5. NeuralNetwork NeuralNetwork Public

    Neural network coded with only python+numpy. Added Momentum and L2 reg. Got 94% on MNIST after 8-10 epochs. Personal project.

    Python

  6. VQ-VAE VQ-VAE Public

    VQ-vae for general natural image discrete representation. It's not quite there yet (the reconstructions have too many artefacts) -- the next step is to try the exponential moving averages algorithm…

    Jupyter Notebook