Warning: This repo won't be very useful, it's more of a timecapsule of my June 2022 at the University of Cambridge.
Looking back on this now (Oct 2023), I think my abilities at the time were limited (silly fresher) in terms of organisation, and general project planning. Note: In partial defence of my 19 year old self, the tutoring itself was, at times, unstructured.
If I were to redo this, I'd be sure to have something more presentable and structured, like my Maze Solver Notebook... I wrote this just for me and me only, but worse than that, it was exclusively for June 2022 me. I think that was a mistake. In any case, it was a great learning experience and I'm grateful for the opportunity.
- Wrote a neural network from scratch using pure NumPy arrays.
- Toyed with and learnt computer vision techniques.
- Applied pretrained models to a live webcam.
See requirements.txt
Don't see scrap_code or the majority of this repo for that matter...
After the internship, I began writing a summary of my time there. I got 2000 words in before I got busy (and a bit lazy) and stopped writing. You can read it machine-learning-internship.md if you dare, although some images I missing - one of the detection models labelled my white shoe and airplane, and we called it the 'Adversarial Sneaker'.
Unfortunately, demonstrating and documenting is just as important as learning. Not just so you can show off, but so you can always time-travel back and learn what you have forgotten.