J-Douglas

302-Token

ClusteringWorkshop

As a VP of Education for the Waterloo Data Science Club, I ran the Clustering Workshop. This is a repository containing information from the workshop.

DataScienceClubWorkshops

Materials for all my UWaterloo Data Science workshops including summaries, notebooks, slides, and video. Topics include deep learning, clustering, recommender systems, and regression analysis.

Digit-Recognition

Showcasing my digit recognition models and submissions to the Kaggle Digit Recognition Competition

Face-Mask-Detection

Using pre-trained CNN's w/ transfer learning to detect face masks in real-time. The Haar-cascade classifier in OpenCV is used for facial recognition and bounding boxes.

j-douglas.github.io

🖥 This is my personal website!

Micromouse

A fully autonomous robot capable of scanning, mapping and traversing mazes. The robot is an embedded system using an Arduino and ultrasound sensors for I/O.

MLB-Pitch-Analytics

Pitch classification, visualization, and prediction for any specified MLB pitcher using clustering, the k-nearest neighbour algorithm, and neural networks.

NeuralNetworkWorkshop

As a VP of Education for the Waterloo Data Science Club, I ran the Neural Network and Computer Vision Workshop. This is a repository containing information from the workshop.

PodBot

J-Douglas/Face-Mask-Detection

Using pre-trained CNN's w/ transfer learning to detect face masks in real-time. The Haar-cascade classifier in OpenCV is used for facial recognition and bounding boxes.

J-Douglas/DataScienceClubWorkshops

Materials for all my UWaterloo Data Science workshops including summaries, notebooks, slides, and video. Topics include deep learning, clustering, recommender systems, and regression analysis.

J-Douglas/MLB-Pitch-Analytics

Pitch classification, visualization, and prediction for any specified MLB pitcher using clustering, the k-nearest neighbour algorithm, and neural networks.

J-Douglas/Micromouse

A fully autonomous robot capable of scanning, mapping and traversing mazes. The robot is an embedded system using an Arduino and ultrasound sensors for I/O.

J-Douglas/NeuralNetworkWorkshop

As a VP of Education for the Waterloo Data Science Club, I ran the Neural Network and Computer Vision Workshop. This is a repository containing information from the workshop.

J-Douglas/PodBot

J-Douglas/302-Token

J-Douglas/ClusteringWorkshop

As a VP of Education for the Waterloo Data Science Club, I ran the Clustering Workshop. This is a repository containing information from the workshop.

J-Douglas/Digit-Recognition

Showcasing my digit recognition models and submissions to the Kaggle Digit Recognition Competition

J-Douglas/j-douglas.github.io

🖥 This is my personal website!

J-Douglas/latexify_py

A library to generate LaTeX expression from Python code.

J-Douglas/License-Plate-Reader

An optical character recognition (OCR) project to identify the license plate given an image.

J-Douglas/opencv

Open Source Computer Vision Library

J-Douglas/retinal_prediction

J-Douglas/sceneparsing

Development kit for MIT Scene Parsing Benchmark

J-Douglas/scikit-learn

scikit-learn: machine learning in Python

J-Douglas/se-webring

💜 A webring for Software Engineering students at the University of Waterloo.

J-Douglas/ShopifyDS2022

J-Douglas/SignStealer

J-Douglas/Skin-Lesion-Computer-Vision

Using computer vision and image processing techniques to segment skin lesions, classify types of skin lesions, and classify benign vs. malignant lesions. Used the Humans against Computers (HAM) dataset and the ISIC Challenge 2020 dataset.

J-Douglas/solidity

Solidity, the Smart Contract Programming Language

J-Douglas/UnlearningChallenge2023

Starting kit for the NeurIPS 2023 unlearning challenge

J-Douglas/Watchlist

An app that syncs to your Letterboxd account and recommends movies to watch

J-Douglas/WLifts