Reece Iriye's repositories
Heartbeat-Reading-and-Face-Detection
Using Core Image and OpenCV in iOS to detect faces and read heartbeats of a user with the iPhone's built-in flashlight.
Saxophone-Hero
Step onto the stage with Saxophone Hero, where your tenor saxophone is the key to unlocking a rhythmic adventure through a world of sheet music. In this game, your character scores points by hitting the right notes. Powered by machine learning, the game captures the pitch from your saxophone and translates it to player movement in real time.
Solving-2D-Poissons-Equation-Using-Finite-Difference-Method-and-Iterative-Solvers
Implementing 2D Poisson's Equation using the Finite Difference Method and Iterative Solvers for matrices. Explored LU decomposition & the Thomas algorithm, Jacobi, Gauss-Seidel, and the Standard Over-Relaxation (SOR) method. MATH 4315: Advanced Scientific Computing with Professor Weihua Geng.
Advanced-Deep-Learning-Projects
Group projects for CS 8321.
Loan-Default-Deep-Dive-EDA
Dove deep into the context of a dataset from Kaggle containing extensive information (around 36 features) on around 150,000 loan applicants.
MRI-Tumor-Detection-with-ResNet50-and-DinoV2
Performed PCA and Randomized PCA, Fine-tuned ResNet50 to achieve a 94% accuracy in identifying tumor type in MRI images, and showcased human-interpretable feature reduction and mapping with Meta's DinoV2 model.
AudioLabSwift-cs5323-demo
Examples using core audio with AVSession. This using low level functions to access the audio card callback, and expels using the FFT. Use with flipped module and lab two.
Bang-iPhone-iOS-App
iOS App deployment for banging hand on floor and identifying direction of hand with respect to phone using Machine Learning.
Bang-iPhone-Tornado-Server
Python MongoDB and Tornado server-side ML implementation for banging hand on floor and identifying direction of hand with respect to phone using Machine Learning.
Brain-Tumor-Detection-Model
Applied a ResNet model to classify the existence of types of tumors in brains based on MRI scans of them.
chess.com-Exploratory-Data-Analysis
Exploratory Data Analysis (EDA) of chess.com game data primarily focusing on players with higher ELO's. Used R and Quarto to generate interactive HTML interface.
cs5323-UserInterfaceICA
An example using UIKit for a class at SMU on iOS sensor development. This is used for flipped module one.
deepface-typo-pull-request
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
fashionpedia-api
Python API for Fashionpedia Dataset
http-request-from-scratch
Building a CURL-like executable in C++ to learn more about how HTTP works and how my system and operating system work.
kokkos-tutorials
Tutorials for the Kokkos C++ Performance Portability Programming EcoSystem. Documentation here: https://kokkos.github.io/kokkos-core-wiki/
March-Madness-Game-Prediction-Using-Prospective-Modeling-and-Machine-Learning
Predicted game outcomes NCAA Men's Basketball Division 1 games in the 2022-23 season using 10-day moving averages & locations to track recent team performance as a predictor for their performance in their next upcoming game.
Multilayer-Perceptron-from-Scratch
Coded a multilayer perceptron from scratch allowing for dynamic layer instantiation.
neovim-config
Neovim configuration. Version control, custom keymappings for spacing, LSP servers, debugging, and compatibility with tmux supported.
personal-website
Using front-end and back-end tools of my choosing to build a unique personal website.
PQR-Conversions
Script for PQR file generation for protein-ligland bonding PDB-Bind+ data. Requires directory structure for data.
Rural-Texas-Firm-Failure-Research-with-Machine-Learning
Data, code, & other materials for (WORKING) co-authored research paper: "Identifying Determinants of Rural Economic Resiliency via COVID-19 Firm Closures: A Multi-Model Machine Learning Approach for Investigating Successful Economic Development in Rural Texas"