Yuzhe Lim's repositories
car-damage-detector
Mask R-CNN Model to detect the area of damage on a car. The rationale for such a model is that it can be used by insurance companies for faster processing of claims if users can upload pics and they can assess damage from them. This model can also be used by lenders if they are underwriting a car loan especially for a used car.
MachineLearning_NILM
Undergraduate research by Yuzhe Lim in Spring 2019. Field of research: Deep Neural Networks application on NILM (Nonintrusive load monitoring) for Energy Disaggregation
deeplearning_forecast
Application of deep learning model (Temporal Fusion Transformer) to forecast time-series data
text-to-speech
An offline desktop app that transforms your PDF file into natural-sounding audio, with the option of downloading the audio in MP3 format.
CinemaManagementSystem
Complete theatre system developed using Java, JavaFx (frontend) and mySQL (backend).
timeseries-forecast-automation
Automated the process of training time-series data with multiple Machine Learning and Stats Models to output the most accurate forecast result
AI-based-chatbot
A general python based AI chatbot
AI-chatbot-platform
A Machine-Learning-based chatbot platform with data analytics tools developed with Django
LSTM_forecast
Applied different LSTM (Long Short-Term Memory networks) Models to forecast univariate & multivariate time series dataset
nlp_qna_chatbot
NLP based Q&A chatbot as a pop-up chat window on webpage
IITRMC2019
Complete algorithm for Scarlet Space Hawks (Illinois Tech's NASA Robotics Mining Competition Team 2018)
AttendanceManagementSystem
Online attendance system for students and faculty. There are three users for the system 1. Admin, 2. Lecturer and 3. Students
Data_Mining_R_projects
Implementation and application of essential data mining concepts and algorithms using R and RStudio
Deep-Neural-Network-Image-Classification
Build a supervised learning deep neural network for Image Classification
GitHubGraduation-2021
Join the GitHub Graduation Yearbook and "walk the stage" on June 5.
lime
Lime: Explaining the predictions of any machine learning classifier
MONITOR_DESIGN_PROJECT
The goal of this Design Project is to build up a shell with MC68000 assembly language to work with different aspects of hardware design such as memory and I/O design with a MC68000 processor.
mysql-excel
Manipulating MySQL Data using Insert, Update, and Delete in Excel
password_compat
Compatibility with the password_* functions that ship with PHP 5.5
portfolio
Portfolio website for Yuzhe Lim
python_ERP
ERP project written in Python and PostgreSQL
recipe-randomizer
A simple webpage that output a random recipe with complete instruction, all with a single click of a button.
recommender_system
Automated recommendation system that fits data through multiple recommenders to obtain the best result.
SortingAlgorithmsVisualizer
Sorting algorithms visualizer in Flutter.
wd-project-three
Standards-Based Web Design using theory and applied practice of mobile-first, responsive web design according to current open standards.
website
IEEE@IIT website - since Fall 2015