Joe Kagumba's repositories
2D-video-pose-estimation-yolov7
Computer-vision based monocular human pose-estimation and biomechanical gait analysis on elite runners. Using Yolov7 pose-estimation algorithm.
2D-video-based-running-analysis
A quantitative biomechanical analysis on runners from the 40-yard dash NFL combine and machine learning classification model using single-camera videos
2D-video-based-exercise-classification
A biomechanics based movement detection algorithm that only requires 2D video and uses machine learning to perform classification on 5 common at-home exercises
CodeWarsKata
A repo with all of my solutions to some of the Kata I found tough or very interesting on CodeWars.
password-generator
A simple web application for quick password generation with mnemonic tools as well as character customization features as memory aids.
running-calculator
A running calculator built to do several running based conversions
running-shoe-image-classifier-app
An application that can classify running shoe images from 14 popular brands using a deep CNN to identify relevant latent image features for pattern recognition
vehicle-pricing-estimator-app
A web application that uses a feed-forward neural network to automatically predict vehicle prices in Ontario based on common pricing features.
Arduino-Projects
A repo of all the personal projects I'm working on in Arduino
cesium
Machine Learning Time-Series Platform
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
forest-themes
A collection of themes for Semantic UI.
hands-on-sample-api
An updated version of the original publication. Used during a hands-on workshop. A sample API service written in Go that uses a backend Redis server
joekagumba.com
This is the code used to build my personal website and blog. I used the Toha theme as part of the Hugo package to get the framework, and updated the content through CSS, HTML and Javascript. This project is ongoing, and is updated somewhat frequently.
JRKagumba
Config files for my GitHub profile.
ohmygraphs
useful links + starter code on graph neural nets!
PyData_LA_2018
Added repo for PyData LA 2018 tutorial
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
shoe-image-classifier
project that is supposed to classify running shoe images based on a few different shoe types
streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
Tkinter
Building a table
yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors