Jeffrey0Liao

Best-Pacman-Ever

Computer-Graphic-Project-Taj-Mahal

The major idea of this project is to replicate the construction of the Taj Mahal in 3D modeling with OpenGL based on C++ programming.

Data-Analysis-of-Lake-Water-Qualities

Measures of chlorophyll represent the algal biomass in freshwater that is often used as a proxy for water quality and lake productivity. However, chlorophyll concentrations in lakes are dependent on many variables, such as water fouling, nutrient enrichment, and alterations in climate. We synthesize data of measured Chlorophyll A (CHLA) values with associated factors values, including Temperature and Total Phosphorus (Total P), for the Five Lakes of Maine in the US.

Hotel-Room-Booking-System

This is a full stack system for hotel reservation management.

Hybrid-Memetic-Algorithm-For-Multi-dimensional-Knapsack-Problems

This project delivers comprehensive formulation and solution to one of the most famous NP-complete problems: multi-dimensional knapsack problem (MKP) with C. The solution is based on memetic algorithm which is common as an evolutionary metaheuristic algorithm.

Hybrid-Sentimental-Analysis-System-under-COVID19-Pandemic

This is the official repository for the project: Joint Sentimental Analysis Based on Tree topology as a commitment to Chen Liao's final dissertation in University of Nottingham Ningbo China (UNNC).

Maze-Generating-and-Solving-Challenge

This project implements four traversal algorithms: Depth First Search (DFS), Breth First Search (BFS), Greedy, and A* to solve randomly generated mazes.

Mobile-End-Analysis-Application-for-Football-Match

At present, there are mature products developed for analyzing sports match based on videos, such as Viz Libero. With the rapid development of mobile electronic devices, however, there is still a lack in the field of analyzing football videos on the smart phone. In this way, after a certain thinking and improvement, an applet based on WeChat application and can be used on the smartphones to analyze football videos is required to be developed. Under the guidance of Behavior-Driven Development method, some black-box technologies are reconstructed and combined. Full-Convolutional Siamese Networks is selected to trace each character and Siammask function of computer vision is used to extract information from a scene. As for training of image classifier and counting for statistics, classic LeNet-5 is referred to. The applet combines advantages of methods, quickly and accurately analyzes football anytime and anywhere, posts the obvious and readable results on the screen, maximizes the efficiency to save time cost of user and improve user experience.

MyAwesomeChatroom

This project implements a full stack chatroom web app.

VITS-Based-Voice-Synthesis-Pipeline-for-Vtuber

Jeffrey0Liao/Hybrid-Sentimental-Analysis-System-under-COVID19-Pandemic

This is the official repository for the project: Joint Sentimental Analysis Based on Tree topology as a commitment to Chen Liao's final dissertation in University of Nottingham Ningbo China (UNNC).

Jeffrey0Liao/MyAwesomeChatroom

This project implements a full stack chatroom web app.

Jeffrey0Liao/Computer-Graphic-Project-Taj-Mahal

The major idea of this project is to replicate the construction of the Taj Mahal in 3D modeling with OpenGL based on C++ programming.

Jeffrey0Liao/Mobile-End-Analysis-Application-for-Football-Match

At present, there are mature products developed for analyzing sports match based on videos, such as Viz Libero. With the rapid development of mobile electronic devices, however, there is still a lack in the field of analyzing football videos on the smart phone. In this way, after a certain thinking and improvement, an applet based on WeChat application and can be used on the smartphones to analyze football videos is required to be developed. Under the guidance of Behavior-Driven Development method, some black-box technologies are reconstructed and combined. Full-Convolutional Siamese Networks is selected to trace each character and Siammask function of computer vision is used to extract information from a scene. As for training of image classifier and counting for statistics, classic LeNet-5 is referred to. The applet combines advantages of methods, quickly and accurately analyzes football anytime and anywhere, posts the obvious and readable results on the screen, maximizes the efficiency to save time cost of user and improve user experience.

Jeffrey0Liao/VITS-Based-Voice-Synthesis-Pipeline-for-Vtuber

Jeffrey0Liao/Best-Pacman-Ever

Jeffrey0Liao/Data-Analysis-of-Lake-Water-Qualities

Measures of chlorophyll represent the algal biomass in freshwater that is often used as a proxy for water quality and lake productivity. However, chlorophyll concentrations in lakes are dependent on many variables, such as water fouling, nutrient enrichment, and alterations in climate. We synthesize data of measured Chlorophyll A (CHLA) values with associated factors values, including Temperature and Total Phosphorus (Total P), for the Five Lakes of Maine in the US.

Jeffrey0Liao/Hotel-Room-Booking-System

This is a full stack system for hotel reservation management.

Jeffrey0Liao/Hybrid-Memetic-Algorithm-For-Multi-dimensional-Knapsack-Problems

This project delivers comprehensive formulation and solution to one of the most famous NP-complete problems: multi-dimensional knapsack problem (MKP) with C. The solution is based on memetic algorithm which is common as an evolutionary metaheuristic algorithm.

Jeffrey0Liao/Maze-Generating-and-Solving-Challenge

This project implements four traversal algorithms: Depth First Search (DFS), Breth First Search (BFS), Greedy, and A* to solve randomly generated mazes.

Jeffrey0Liao/Multi-Layer-Perceptron-for-Binary-Classification

This project implements a multi-layer perceptron to classify cats and dogs.

Jeffrey0Liao/Obect_Tracking_System_Based_on_Lucas_Kanade

This project contains an implementation of video object tracking with conner detections, k-means key point clustering, and Iterative Lucas-Kanade (ILK) algorithm with pyramid hierarchy.

Jeffrey0Liao/Prediction-of-World-Currency-Exchange

This project collects numerous public currency data of multiple currencies in temporal localities to achieve future trend predictions using RNN models.

Jeffrey0Liao/ResNet-Challenge

Jeffrey0Liao/Sketching-Based-Convolutional-Neural-Networks

This repository contains the implementation of paper: Sketching Based Convolutional Neural Networks.