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Project Ideas

· 2 min read
Matthew Lee

  • Fun and interesting ideas to work on as projects?

  • NLP

    • Convert novels / fanfic into visual novels? Automatically convert your favourite stories into a visual experience.
      • Automated attribution of quoted speech? https://ojs.aaai.org/index.php/AAAI/article/view/7720
        • Google also: automated quotation attribution
      • i.e. convert into renpy
      • Optional:
        • Find/Train a model that can create art, or obtain pieces of art that resemble the character, facial expression, background?

  • Coursework

    • Distributed Systems
    • Datacamp: I've yet to finish that course LMAO
    • Kaggle: Every employer wants to see this
    • Machine Learning course (See markdown/machine_learning section)

  • Computer Vision

    • Convert a person (in video) to animated anime character?
      • Automate extraction of person from video frame
      • Automate redrawing of said person
      • Prepare for ebsynth for optical flow
      • What about... the opposite? Make a person perform something else:,,,,,,,,,,121 deep fake?

  • Machine Learning

    • Find/Train a model that can identify speech bubbles (for manga translation)
      • Create a webapp that can perform such modifications on the fly?
      • Create a webapp that allows you to paste raws in, and show you the raws, romanized and english version?

  • Reinforcement Learning

    • Implement Rainbow QL, or check github

  • Software Engineering

    • Try out that react redux boilerplate you've been looking at