kelvinhong Goto Github PK

3d_body_imputation

A code for generating body measurements from missing values

alexnet_pytorch

cpp-nn-scratch

Create Neural Networks layers from scratch, including forward pass, back-propagation and such.

delaunay-triangulation

Interactive Visualization of Delaunay triangulation

diary_cpp

A C++ application for managing daily events.

dl-assignment

Deep Learning assignment in APU

fourier-analysis-stein

Hobby project, write some solutions to some exercises in Stein Fourier Analysis book.

garment-landmark-paper

This repository stores documents used in the draft paper in arxiv.

k-mean-clustering

K-means Clustering, an unsupervised machine learning method for detecting clusters among a large dataset.

kelvinhong

Config files for my GitHub profile.

landmark-tool

A simple python GUI for image landmarking in machine learning

mobilenetv2_ssd_pytorch

particle-swarm-optim

A pure Python implementation of PSO, ACO algorithm on 2D plane, visualized with animation.

people-tracker

Supports tracking people on livestream and video format, easy to use with minimal dependency.

pose-estimation-3d

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).

pytest-minio-mock

A pytest plugin designed to simplify testing of applications that interact with Minio

python-js-hook

Explains how to add a Javascript code formatter in a Python project that uses pre-commit hooks.

pytorch-vae-reference

This is an implementation of the VAE (Variational Autoencoder) for Cifar10

rec-sys-movielens

A recommendation system based on MovieLens dataset. Still under development.

svm-pytorch

A Support Vector Machine Implementation with PyTorch.

vae-study

A detailed study on different VAE architectures, done for Asia Pacific University's Master degree report.