GohYuJin's repositories
PneumoniaChestXRay
Application developed to learn how to create demo project pages. The model used is a ConvNext trained for the Pneumonia Chest X-Ray dataset (https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia) achieving 97% accuracy on the test set.
TrainLPS
Script to train models using learnable polyphase sampling for downsampling CNNs (resnet). Normally, small shifts in image inputs can cause significant discrepancies in results due to the way CNNs perform downsampling. LPS aims to fix the lack of shift equivarance in deep CNN architectures.
SpotTheDiffApp
Simple spot the difference application
TrashIt
Game developed with Rasberry PI and vibration sensor to encourage recycling
BAC-Watcher
Blood Alcohol Content Detection Watch for Design Project. Display and programming logic was written in Arduino C
SoftConst-Project
Software Construction Project
MojoLucidWAM
Archive of 50.002 Computation Structures Project
DL_Image_Captioning
Archive of 50.039 Theory and Practice of Deep Learning Course Project
NLP
A repo containing reference notebooks & code snippets for various NLP tasks
SoftConst-Selenium
Automated Selenium browser tests for Elements of Software Construction Project
SUTDApp1D
App for 1D, SUTD