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This repository contains my final submission for the COMP3547 Deep Learning module assignment at Durham University in the academic year 2022/2023. The project focuses on diffusion-based models and their application in synthesising new, unique images, which could plausibly come from a training data set. Final grade received was 71/100.

License: MIT License

Jupyter Notebook 48.16% Python 51.84%
ai cifar-10-dataset ddpm deep-learning denoising-diffusion ffhq-dataset generative-modelling image-generation python pytorch score-matching

comp3547-deep-learning's Introduction

Hi ๐Ÿ‘‹, I'm Piotr.

BSc (Hons) Computer Science graduate from Durham University (UK) and a full-stack software developer with nearly 5 years of practical experience.

Passionate about modern Web Dev, but also Data Science and Deep Learning. ๐Ÿ‘จโ€๐Ÿ’ป

I feel most confident with Node.js (including Express / NEST.js) and React (including NEXT.js), but I also have practical experience with Java (including Spring Boot), and Artificial Intelligence using Python.

Thank you for visiting my repo, have a great day! ๐Ÿค—


  • ๐Ÿ› ๏ธ Currently working on my portfolio website and polishing off some exciting project, which I will be sharing with you shortly.

  • ๐Ÿ‘ท๐Ÿผโ€โ™€๏ธ Open to offers and currently looking for an internship / job opportunity. Fully eligible to live and work in the UK and EU.

  • ๐Ÿง In the meantime, I keep honing my web developmentment, data science and deep learning skills.

  • ๐Ÿ’ฌ You can reach me on LinkedIn or via email.


Languages and tools I work with:


pjborowiecki


If you found anything here useful, consider buying me a coffee โ˜•.

Thank you :)

pjborowiecki

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