Zhili's Projects
carro-image-annotator-web-application
A python Tkinter GUI Application to view and compare coco annotations and raw images on your local machine easily.
Implementation of tabular Reinforcement Learning methods to navigate an agent to reach the goal through any custom N by M FrozenLake grid .
A Geospatial Analysis of Singapore's Ethic Integration Policy (EIP)
1st place AL/ML, overall 2nd place in Anaconda's Data Science Expo 2023 - A web application that teaches ASL sign language alphabets on demand using real-time Tensorflow.js object detection model.
Machine Learning Projects: 1. French Motor Third Party Insurance Claims Prediction. 2. S&P Stock Price Prediction during COVID-19 Pandemic.
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Ng Zhili Online Portfolio
React-Three Fiber, Theatre.js Tutorial
A face recognition project that uses PCA for face recognition and opencv haarscade face detection algorithm.
A Flask web application game that detects real time Dynamic Sign Language using LSTM Keypoint Detection Model.
A stock dashboard for viewing US equities and stocktwits posts via streamlit
The official code implementation for SynTable - A Synthetic Data Generation Pipeline for Unseen Object Amodal Instance Segmentation of Cluttered Tabletop Scenes
HacknRoll 2022
TensorFlow 2 Object Detection API with Google Colab!
Pretrained models for TensorFlow.js
Fine Tuned GPT-2 Text Generation Model on Donald Trump's Rally Speeches for US Presidential Elections.
Turtlebot3 Path Planning and PID Control in ROS
Balancing, Moving, and Traversing Slopes with a Two-Wheel Robot using Deep Reinforcement Learning
Modified repo of UOAIS-Net with Synthetic Data Evaluation and Occlusion Order Accuracy Code
Real Time Video Feed with Object Detection using Yolov5 (custom or pre-trained model) deployed on web browser using Flask backend.
Collection of scripts corresponding to LucidProgramming YouTube tutorials