[Victoria Stuart]

Selected Recent Projects

Here are a few of my personal projects (note: dated ), plus a few of my ~100+ scripts.

See also my Machine Learning (ML) Notes.   [It is a large file (opens in new tab), with a focus on ML breakthroughs spanning 2015-2017.]

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Computer Vision

• facial identification: facial personal identification

• browser-based webcam image classification: ResNet neural network

• age & gender classifier: CNN neural network implemented in Python

  • Caffe install notes

  • demo

• notes:

  • CPU not GPU (GPU should run ≥10x faster!)
  • MP4 videos: play in Chrome | download in Opera | should play in FireFox

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Text Processing; NLP

• Biomedical Sentence Splitter: biomedical sentence splitting

• BioSolr: biomedical literature indexing / storage / clustering / visualization

• email preprocessing: my solution (TL;DR) to my Claws Mail issue, raised here

• file tagging: tag top of file with the base name of the parent directory

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See also the code that I have contributed to GitHub and GitHub Gists.