ThomasGust
Currently attending high school in Seattle. Interested in deep learning, data science, and bioinformatics.
Seattle, WA
Pinned Repositories
BotSigner
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.
FacialRecognition-WebApp
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.
FlaskSocketIOVideoStreaming
A simple example of using flask-socket-io to livestream processed video within a flask application (without WebRTC)
MaskDetector2021
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.
Mendelian
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.
MLPlayground
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.
Molecumixer
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.
PyMuse
PyMuse is a python tool to generate music and art with the help of artificial intelligence.
SoilingNet
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.
ThomasGust
ThomasGust's Repositories
ThomasGust/FlaskSocketIOVideoStreaming
A simple example of using flask-socket-io to livestream processed video within a flask application (without WebRTC)
ThomasGust/PyMuse
PyMuse is a python tool to generate music and art with the help of artificial intelligence.
ThomasGust/SoilingNet
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.
ThomasGust/BotSigner
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.
ThomasGust/Molecumixer
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.
ThomasGust/Mendelian
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.
ThomasGust/MLPlayground
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.
ThomasGust/ThomasGust
ThomasGust/Triton2024
Repository for the Triton Underwater Robotics Team. Missing a lot of code right now deployed to pis and arduinos, more will be here soon.
ThomasGust/DQNs
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.
ThomasGust/FacialRecognition-WebApp
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.
ThomasGust/FlappyBird
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.
ThomasGust/gnn-project
A Graph Neural Network project on HIV data
ThomasGust/GoldenCross
This repository hosts some of my first (and only), algofinance code. It implements a simple golden cross trading strategy with help from yfinance.
ThomasGust/image-segmentation-keras
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
ThomasGust/LaBougie
They banned candles in language classes :( The only logical solution is to create a fake candle in PyGame.
ThomasGust/LearningBioinformatics
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.
ThomasGust/LearningJavascript2020
This repository contains code from when I started learning JavaScript for the first time in 2020.
ThomasGust/LearningSelenium
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.
ThomasGust/MaskDetector2021
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.
ThomasGust/Narcissus
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.
ThomasGust/Nuclear-Weapons-Analysis
This is a repository with the code I wrote for the Applications of the Derivative Project for Honors Accelerated Calculus I.
ThomasGust/pygame-pong-demo
Super simple pong clone to help me learn the basics of pygame.
ThomasGust/ScienceFair
Code for any of my science fair projects!
ThomasGust/SuperBasicApps
Some of the first python code I wrote. This repository contains a simple GUI arithmetic calculator, and the classic random number guessing game.
ThomasGust/TransformerTranslators
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.
ThomasGust/Elastic-ST
A python data science library to build and analyze biological networks from spatial transcriptomics data. Allows inclusion of spatial information into the networks, going a step beyond graphs derived from scRNA-seq techniques.
ThomasGust/TongoGameOfLife
Code for the Tongo Game of Life Commissions Game built for Paper Crane Factory and Tongo
ThomasGust/Triton
Code for the Triton Robotics MATE ROV Competition Team
ThomasGust/GreenCheck
Web Interface for the Greencheck and IP2CO2 APIs from The Green Web Foundation. Environmental Science 9 Solutions Project.