phantom820

South-African-Public-Facilities-API

streams

collections

streams-benchmarks

Py-Go

A python global optimization library for single objective optimization. We aim to implement a number of global optimization techniques such as particle swarm optimization, genetic algorithms and differential evolution.

Table-Generator

This is a synthetic dataset generator. It generates an image dataset that can be used for developing table detections and structure recogntion models

Brain-Tumor-Detection

In this project we demonstrate the superiority of using a GPU over CPU based implementaion of a Logistic Regression model to segment MRI images of the brain into normal ones (no brain tumor) and abnormal (with brain tumor).

Easy-Banking

A dummy mobile banking application that aims to provide users with an easy,reliable and convenient banking experience. Users open their preferred account type upon registration and synthetic transactions are generated along with other user account details.

Music-Genre-Classification

In this project we classify music into 1 of 10 different genres using a number of machine learning models and the famous GTZAN dataset.

Golf-Ball-Flight

Simulation of the flight of a golf ball in which numerical techniques are used to give approximate solutions to the underlying flight equations. The main purpose was to investigate the effects of spin on a golf ball's trajectory.

Pneumonia-Detection

The purpose of this project was to develop an automated pneumonia diagnosis system using supervised learning that indicates whether a given chest X-ray image represents a patient that has pneumonia or not.

Skin-Detection

The purpose of this project was to perform skin detection using digital image processing techniques. In resulting binary images human skin pixels are indicated as white while non human skin pixels are represented as black.