Thomas Gust's Projects
A sign language recognition webapp I created with my code from the first Google Isolated Sign Language Recognition Competition on Kaggle where it scored 72/1165. The app was my final computational thinking project in 8th grade.
Code from around 2022 when I was starting to explore Deep Q Networks and reinforcement learning. Horribly unorganized just like everything else on my GitHub right now. Files should get cleaned up soon.
Facial recognition SAASGo Webapp. Created as a joke project, please don't deploy in real life as that would be highly unethical. A good example of one-shot image classification.
Yet another python FlappyBird clone. I believe I made this while following a TechWithTim Youtube series when I was learning the basics of PyGame in 6th-7th grade.
A simple example of using flask-socket-io to livestream processed video within a flask application (without WebRTC)
A Graph Neural Network project on HIV data
This repository hosts some of my first (and only), algofinance code. It implements a simple golden cross trading strategy with help from yfinance.
Web Interface for the Greencheck and IP2CO2 APIs from The Green Web Foundation. Environmental Science 9 Solutions Project.
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
They banned candles in language classes :( The only logical solution is to create a fake candle in PyGame.
Set of scripts as I learn basic, generally not AI related bioinformatics techniques. Most code was written for problems in various Coursera bioinformatics specializations. I will continue to update this repository as I complete more work.
This repository contains code from when I started learning JavaScript for the first time in 2020.
In this repository, you can find code from when I was first learning Selenium back around 2021-2022. It contains some basic image scraping utilities that can be used to create computer vision datasets.
A simple, high accuracy, AI powered mask detection web app running on Streamlit. Preprocessed data files are not included so code will likely break, if you want those files, feel free to reach out.
A script for simple mendelian genetic simulation. This could be loosely considered my first ever 'bioinformatics' project. Developed in a day for fun as part of my 8th grade science class.
This repository contains code from when I was first learning the basics of machine learning and AI back in 6th and 7th grade. It is horrifically organized right now and that is something I hope to work on in the future.
Very incomplete right now, pretrained ARGVAET system for generating, classifying, and predicting the properties of molecules. I couldn't upload the dataset or checkpoints due to size constraints.
This repository was created as toy project after uploading a proper GitHub readme. It uses Selenium to constantly reload a users profile page, making their view counter go up and up.
This is a repository with the code I wrote for the Applications of the Derivative Project for Honors Accelerated Calculus I.
Super simple pong clone to help me learn the basics of pygame.
A simple implementation of the classic snake game, utilizing pygame and python
PyMuse is a python tool to generate music and art with the help of artificial intelligence.
Code for any of my science fair projects!
This repository is for the SoilingNet Project. Soiling Net is an AI model to analyze soiling and power loss on photovoltaic panels, with the ultimate goal of making solar panel maintenance easier for everyone.
Some of the first python code I wrote. This repository contains a simple GUI arithmetic calculator, and the classic random number guessing game.
This repository contains code from back when I was first learning about attention based models. It uses transformers trained on the Multi30K dataset for natural language translation.
Repository for the Triton Underwater Robotics Team. Missing a lot of code right now deployed to pis and arduinos, more will be here soon.