Timothy Liu

Perf monitoring CLI tool for Apple Silicon

All-in-one AI container for rapid prototyping

TensorFlow Metal Backend on Apple Silicon Experiments (just for fun)

Archived - not answering issues

Distributed Network Vulnerability Scanner

No description.

Spring 2018 - 10.009 Digital World 1D Project

PyCon SG 2019 Tutorial: Optimizing TensorFlow Performance

Chrome Extension to help fight Online Misinformation

Code for Depth-wise Separable Convolutions: Performance Investigations

Convenient Text-to-Text Training for Transformers

Military Aircraft Image Dataset

On-prem GPU Cluster Setup

Backend endpoint for the Fake News Chrome Extension

just for fun

Red Hat Hackathon Singapore 2017 - Camera-based Crowd Tracking Solution

Dashboard for Prowler

Painless curl | bash installs. Not that you should!

List of official/unofficial TF2 implementations of models

A guide to building a hyper-converged private cloud on commodity hardware

jQuery Mobile Flat UI Theme

ACL 2022 paper "Towards Better Characterization of Paraphrases"

VS Code in Jupyter

TensorFlow Pipeline Model Parallel Experiments

Singlish vocab in plain text. PR welcome.

Autonomous Navigation using OpenCV

T5 FP16 Surgery

Quickly initialize bespoke Transformers

Some simple knowledge graph experiments

50.012: Networks Project (2019)

Jupyter Notebook breaking down the Physics of Diffraction

Serve HuggingFace Transformer models via Cloud Run

Python-based NVIDIA GPU Stats Recorder

PBS Demo for SUTD HPC

SG Rain Areas Prediction

Singapore Rain Areas Dataset crawled from NEA

No description.

Animations for explaining DNN layers

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

ESP8266 Plant Monitor using Cayenne

Cyber-range Automation

If we find something it's the endgame (also, Avengers yay)

Realistic browser-based traffic generation with Python

Reverse Image Search (Database)

Dataset of images commonly used for online hoaxes

Singapore University of Technical Difficulty

Personal Site

Timothy Liu's SpotterDex for Planespotting

SynthDa is a framework designed to make synthetic data generation for human actions more usable and accessible. This is a pose-level augmentation framework that generates synthetic training videos by interpolating real and AI-generated poses. It increases minority-class coverage, helping to mitigate data scarcity for rare actions.

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Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

DL Performance Tests

AI Container Image for JupyterHub deployment

Just something for Networks Lab 2 (REST API)

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Simple Object Detection Test

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Static Analysis Performed on Flask

MSSD Assignment - Simple HoneyWords System

Experiments with Text Attack

LIDA: Lightweight Interactive Dialogue Annotator (in EMNLP 2019)

Prototype Website for SUTD Fabrication Lab

Jupyter notebook extension for proxing a VNC session

No description.

Parsing MLPerf results are annoying to analyse

02.128 DH Project: Identifying a sculpture of Mathura or Gandhara style

DL Project 2020

COVID-19 Singapore case data because discussion with friends

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Reinforcement learning with tensorflow 2 keras

Working plan for the Mega IAP

01.112 Project - Hidden Markov Model

Dataset of Ship/Not-ship Imagery

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Unofficial student-curated course notes.

Prototype for OpenSUTD People Page

10xD - OpenSUTD Hacktoberfest Challenge

Helm Chart & Documentation for deploying JupyterHub on Kubernetes

An Open Source Machine Learning Framework for Everyone

Deep Learning Examples

HASS DH 2019 - Authorship Classification experiments

.dotfiles

Management of sutd.dev

Real time style transfer in Keras

Start Tensorboard in Jupyter Notebook

TensorFlow's Visualization Toolkit

This is a fast neural style transfer implement with Keras 2.

A little bit about a linux kernel

observation camera honeypot

Backend for Infosys 1D Android App

No description.

50.001 Infosys 1D App for tracking Housing laundry machines

16-bit ALU using Lucid on the Mojo v3 FPGA Development Board

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MVP for the kkh navigator

Various NLP Models for the Fake News UROP

Web Image Analytics Tool

"Naive" News Article Classifier

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Automate common tasks in your Raspberry Pi cluster with Ansible

Unified Tool for Fingerprinting

Tinder-like game for public education

10.009 Coursework

.ics generator for timetables

Linux for Noobs

Cheatsheets for Various Quick and Painless Setups

Bud

The third iteration of my personal theme

Generating Inferences from 3D Printing Jobs

Travelling Wave Simulator using Web Technologies

Interactive Visualisation of Polar Curves

Inorganic Chemistry Reference App