{"componentChunkName":"component---src-pages-projects-js","path":"/projects/","result":{"data":{"allShowcaseCsv":{"edges":[{"node":{"Title":"Coursework Profile","T":"Dec-23","Stack":"GitHub","Description":"Storage of all university work done when undertaking my Masters","Contributor":"A lot","Url":"https://github.com/tuankhoin/Coursework-Profile/tree/main","id":"1074da22-6da6-54f0-8768-f5fe42a5bf01"}},{"node":{"Title":"Markerless Motion Capture","T":"Nov-23","Stack":"Python,pytorch","Description":"Capstone project for graduation in conjunction with CSIRO's Data61. We attempted to build up a validation framework to compare Data61's computer vision-based motion capture system against the expensive VICON (stuffs you would see in 3D CGI)!","Contributor":"Jayan Greenwood, Ernest Cheong, Phu Trinh","Url":"https://gist.github.com/tuankhoin/02cbaa117f967a02437f5d457b081a83","id":"235d0758-24d5-5d20-aeb0-621f59d313ae"}},{"node":{"Title":"Enhancing Chest X-ray Diagnosis for Respiratory Diseases using Transfer Learning","T":"Nov-23","Stack":"Python,pytorch,scikit-learn","Description":"We combined electronic health data and deep learning transformation of chest x-rays to enhance autonomous diagnosis of respiratory diseases. I was the principal researcher who came up with this idea, and coordinated/instructed the team for implementation.","Contributor":"Clémence Mottez, Ivy Liang, Hans Hou, Qichi Liang","Url":"https://github.com/clemence-mottez/mimic_iv","id":"ad2d5094-dc48-54fa-85da-8ed0c2bdf9b5"}},{"node":{"Title":"Autonomous Plant-Detecting Robot","T":"Jun-23","Stack":"ROS,Python,C++,Linux,opencv,pytorch,mmcv","Description":"Project of Autonomous Systems Clinic (ELEN90090). Designed and implemented a robot that traversed a room to identify and take pictures of plant, using ROS, control theory and Deep Learning-based Computer Vision. 2nd earliest team to have working implementation, and won the best project video.","Contributor":"Ernest Cheong, Phu Trinh","Url":"https://github.com/tuankhoin/Coursework-Profile/tree/main/ELEN90090%20-%20Autonomous%20Systems%20Clinic","id":"da1b5c4f-f543-5649-8cba-d3892566fedf"}},{"node":{"Title":"Yinsh Automated Bot","T":"May-22","Stack":"Python","Description":"Main project for AI Planning for Autonomy, where a bot was implemented to play the board game Yinsh. Ranked 8th out of 89 teams.","Contributor":"Kuoyuan Li, Liam Saliba","Url":"https://github.com/tuankhoin/Coursework-Profile/tree/main/COMP90054%20-%20AI%20Planning%20For%20Autonomy","id":"67008dfb-4428-5cd6-a40f-9686f3434282"}},{"node":{"Title":"URT Science Integration Code","T":"Mar-22","Stack":"C++,Arduino","Description":"Source code for Science Payload compartment of UniMelb Rover Team - Runner up of 2022 Australian Rover Challenge. Deprecated as URT is moving towards a new system next year.","Contributor":"URT Science Team","Url":"https://github.com/tuankhoin/ares-science-team","id":"75120676-f0e0-5a28-bd71-fd88f1994fba"}},{"node":{"Title":"Fine-Grained Localisation","T":"Oct-21","Stack":"opencv,numpy","Description":"University project of Computer Vision (COMP90086), where different methods were developed to get the most precise locations of each image inside the Getty Center. This implementation won at 4th place in the course's Kaggle Competition of 215 participating teams.","Contributor":"Hoang Anh Huy Luu","Url":"https://github.com/tuankhoin/Fine-Grained-Localization","id":"8bc1c79c-8274-59a4-a42b-1c77ea8c44fb"}},{"node":{"Title":"COVID-19 Prediction with SEIQHCDRO Modelling","T":"Jul-21","Stack":"Dash,numpy,pandas,scipy,HTML/CSS","Description":"An interactive website that uses SEIQHCDRO model to predict the outcome of COVID-19 Statistics, based on multiple input scenarios (A novel compartment model for analyzing and predicting COVID-19 outbreaks in Vietnam - 52nd World Union Conference on Lung Health; 8th Vietnam Lung Association Scientific Conference 2021).","Contributor":"Hoang Anh Ngo, Dr. Thu-Anh Nguyen, 5F Team","Url":"https://github.com/tuankhoin/SEIQHCDRO-Interactive-Model","id":"adebb5ed-0507-59fc-a345-5a1c6ca62443"}},{"node":{"Title":"COVID Data Retrieval","T":"May-21","Stack":"Python","Description":"Scraped information from various websites of Vietnam Ministry of Health, to create datasets for COVID statisics in Vietnam.","Contributor":"None","Url":"https://github.com/tuankhoin/COVID-VN-Data-Retrieval","id":"60edc802-61fa-50b2-9b56-70ee0a23ded0"}},{"node":{"Title":"How Long Does It Take To Cook This","T":"May-21","Stack":"numpy,pandas,scikit-learn","Description":"University project of Machine Learning (COMP30027), where a model was developed to categorize the cooking duration of recipes. This implementation won the course's Kaggle Competition of 400 participating teams.","Contributor":"Hong Hai Tran","Url":"https://github.com/tuankhoin/How-Long-Does-It-Take-To-Cook-This","id":"4a39344a-0121-5ed0-86ce-927e19f5c03f"}},{"node":{"Title":"Gravity Current Simulation","T":"Jan-21","Stack":"numpy,pandas,xarray,pymech,Blender,nek5000,Paraview","Description":"Working with current data to retrieve computational information and simulate bushfire smoke flow, as part of a research project led by Professor Andrew Ooi (Entrainment and Mixing of Gravity Currents in a Stratified Ambient - 12th Australasian Heat and Mass Transfer Conference)","Contributor":"None","Url":"https://github.com/tuankhoin/Gravity-Current-Data-Simulation","id":"2a014c36-8af9-5d8b-b09c-bfb37a07ca6c"}},{"node":{"Title":"COVID-19 Prediction with SEIQHCDRO Modelling (R-Studio)","T":"Jan-21","Stack":"R,shiny,Python","Description":"Using SEIQHCDRO model to predict the outcome of COVID-19 Statistics in Vietnam and build an interactive tool website. Project is no longer on development, as it is now moved to Python instead of R.","Contributor":"Hoang Anh Ngo","Url":"https://tuankhoin.shinyapps.io/SEIHCDRO-shiny-deployment/","id":"da845338-dee6-5e15-9dfc-90b630312d73"}},{"node":{"Title":"Prolog Problem Solving","T":"Dec-20","Stack":"Prolog","Description":"Using logic programming to solve the classic problems or card games","Contributor":"None","Url":"https://github.com/tuankhoin/Prolog-Problem-Solving","id":"a59ddf60-e522-5d5b-b76b-35cab2487eb3"}},{"node":{"Title":"WARMAN 2020 Competition","T":"Oct-20","Stack":"Arduino,CAD,SolidWorks,C,LaTeX","Description":"Developed the final product for the 2020 WARMAN Robotic Competition","Contributor":"Justin Lee, Ming Hao Yong, Nithin Daniel Sundram","Url":"https://github.com/tuankhoin/WARMAN-2020","id":"669dd52a-2409-57fc-84f9-c28552f637b3"}},{"node":{"Title":"Toilet Pandemia","T":"Nov-20","Stack":"C#,Unity,ShaderLab,HLSL,Photoshop","Description":"An FPS survival game in the COVID era, starting you as the manager","Contributor":"Huy Luu, Long Nguyen, Angus Hudson","Url":"https://github.com/tuankhoin/toilet-pandemia","id":"8db056bc-3d2a-5e38-91c8-e961cd418e33"}},{"node":{"Title":"Portfolio Website","T":"Jul-20","Stack":"HTML/CSS,Bootstrap,JavaScript,React,Gatsby,GraphQL","Description":"This website itself, used as a protfolio extension to personal CV.","Contributor":"None","Url":"/","id":"4b482872-3605-569f-a9d9-dd5a7360ee36"}},{"node":{"Title":"Expendibots by Boomers","T":"May-20","Stack":"Python,numpy","Description":"Major project of Artificial Intelligence (COMP30024), which purpose is to strategically create an AI agent that plays the custom board game Expendibots.","Contributor":"Nicholas Wong","Url":"https://github.com/tuankhoin/AI-Project-B","id":"4ba301c5-3538-57aa-b6a6-2c5c72beac38"}},{"node":{"Title":"Prediction of COVID-19 in Vietnam","T":"Apr-20","Stack":"Python,numpy,pandas,Jupyter Notebook,Java","Description":"An analysis and prediction of the COVID-19 statistics in Vietnam, using a variety of Machine Learning and mathematical methods. Served as a model for the COVID-19 prevention operation by Vietnam Ministry of Health.","Contributor":"Andrew Ngo, Nam Hoang","Url":"https://github.com/hoanganhngo610/COVID19_VN_MOH_MLmodels","id":"cb7fd067-6872-5c16-86cd-82c0f41e5cd7"}},{"node":{"Title":"The Live Status of Novel Coronavirus in Australia","T":"Apr-20","Stack":"HTML/CSS,Bootstrap,JavaScript,React","Description":"Real-time statistics website of the COVID-19 situation in Australia, founded by students of Monash University.","Contributor":"See GitHub source.","Url":"https://covid-19-au.com/","id":"997f8f05-cdc4-5a26-bc7b-2fce171cc54f"}},{"node":{"Title":"CvTracker","T":"Apr-20","Stack":"Python,Flask,HTML/CSS,Bootstrap,Bash/Shell","Description":"A website/repo that conatins a collection of safety measurement detections at public areas during COVID-19 pandemic. Served as a hackathon project in Vietnam.","Contributor":"Andrew Ngo, Nam Hoang, Ha Vu","Url":"https://covydetector.herokuapp.com/","id":"e8815ad8-e803-5030-a6c2-f93a58916981"}},{"node":{"Title":"Server Learning Guide","T":"Feb-20","Stack":"Golang,Ansible,Bash/Shell","Description":"A learning journal during internship at Momo that can be used as a guide for elements of introductory server learning, such as ssh conncection or Linux commands.","Contributor":"None","Url":"https://github.com/tuankhoin/server-system-learning","id":"b9e1ccde-3db4-56bd-b92c-df13965da7c0"}},{"node":{"Title":"ShadowBounce Extension","T":"Oct-19","Stack":"Java","Description":"An extension of OOSD (SWEN20003) major game project, consisting of new elements, built-in cheat codes, hidden levels and a custom level generator.","Contributor":"None","Url":"https://github.com/tuankhoin/shadow_bounce_game","id":"bbcd1ba2-35b7-5365-b544-99bc02c6bf0c"}},{"node":{"Title":"Pacman Agent Upgraded","T":"Nov-19","Stack":"C","Description":"An upgraded version of ADS (COMP20003) AI Agent that plays the game of Pacman, which was applied with simple strategies and algorithms.","Contributor":"None","Url":"https://github.com/tuankhoin/pacman-AI-agent","id":"f28b096f-dcd4-58ce-a919-0d43794703a6"}},{"node":{"Title":"Photography Website","T":"Mar-19","Stack":"HTML,Bootstrap","Description":"Self-built personal photography gallery using the Google Sites template.","Contributor":"None","Url":"https://sites.google.com/tnv.edu.vn/khoinguyen/home","id":"338170c8-b11f-55e7-b105-fb7e8bbaff7f"}}]}},"pageContext":{}},"staticQueryHashes":[]}