KelvinHong's Projects
A code for generating body measurements from missing values
Create Neural Networks layers from scratch, including forward pass, back-propagation and such.
Interactive Visualization of Delaunay triangulation
A C++ application for managing daily events.
Deep Learning assignment in APU
Hobby project, write some solutions to some exercises in Stein Fourier Analysis book.
This repository stores documents used in the draft paper in arxiv.
K-means Clustering, an unsupervised machine learning method for detecting clusters among a large dataset.
Config files for my GitHub profile.
A simple python GUI for image landmarking in machine learning
A pure Python implementation of PSO, ACO algorithm on 2D plane, visualized with animation.
Supports tracking people on livestream and video format, easy to use with minimal dependency.
Use a 2D Image to create 3D human model with a same pose. An integration of AlphaPose (2D pose estimation), MotionBert (2D Lift to 3D pose) and Blender (Armature Adjustment).
A pytest plugin designed to simplify testing of applications that interact with Minio
Explains how to add a Javascript code formatter in a Python project that uses pre-commit hooks.
This is an implementation of the VAE (Variational Autoencoder) for Cifar10
A recommendation system based on MovieLens dataset. Still under development.
A Support Vector Machine Implementation with PyTorch.
A detailed study on different VAE architectures, done for Asia Pacific University's Master degree report.