wentao yao

Projects · 2016 – 2022

Projects

Things I've built — games, models, data and a robot. Each one has its own page with how it works and what I learned.

  1. 012022 Finger SaberA Beat Saber–style rhythm game played with a webcam: your index finger becomes the lightsaber.Solo project · Computer vision · OpenCV · MediaPipe
  2. 022022 COVID-19 vaccine tweetsHow topics, sentiment and opinion about COVID-19 vaccines moved on Twitter, Dec 2020 – Nov 2021.Course project · Data science · NLP · NLTK
  3. 032022 Image style transferA CycleGAN that repaints Monet as Van Gogh and back — by taking a detour through photos.Team project · GAN · CycleGAN · U-Net
  4. 042021 COVID-19 detection from chest X-raysFrom a KNN baseline to transfer learning with VGG16: 97.25% test accuracy in half the training time.Group project · my part · Deep learning · CNN · VGG16
  5. 052021 Citizens' Police Data ProjectIs there over-policing in low-income neighborhoods? SQL, maps, graphs and NLP on police misconduct data.Team project · The Dapper Squirrels · Data science · SQL · Graph analytics
  6. 062016 VEX World ChampionshipProgrammer for team 7627A — Judge Award and Top 16 at the 2016 VEX World Championship.Team 7627A · programmer · Robotics · Competition