Reed Taylor

ScrumStorySizer

Scrum User Story Sizing Blazor App

This app is built with Blazor WebAssembly (and previously Blazor Server) and servers as a way to vote on User Story sizes during sprint planning.

Blazor Server Blog Post

Blazor WebAssembly Blog Post

Example server


Overdrive: Car Dashboard

A speedometer/GPS iOS app that provides a map and current conditions while diriving. Built with SwiftUI and UIKit.
Uses OpenWeatherMap for weather and Apple Maps for map.
Available for free on Apple App Store

Do not take eyes off the road when driving. Overdrive assumes no responsibility for accidents.

Features


Daiscover: Flower Identification

A machine learning based iOS app that allows you to identify flowers from your camera.
Available for free on Apple App Store
Source code available on GitHub

Created with CreateML

Source code for my iOS app that uses a deep learning image classifier to classify over 103 different species of flowers. Trained on a self augmented version of the VGG Flower dataset.

Dataset

To create the dataset for training with Apple's CreateML, I used the large VGG Flower dataset (found here http://www.robots.ox.ac.uk/~vgg/data/flowers/102/index.html) along with around 100-200 supplemental images dowloaded from Google for each of the categories.

Models

This project uses a "FlowerOrNot" classify to first see if a photo has a flower in it, then performs flower classification on the "FlowerClassifier" model.

Acknowledgements

Google images download (https://github.com/hardikvasa/google-images-download)
VGG Flower Dataset (http://www.robots.ox.ac.uk/~vgg/data/flowers/102/index.html)


Cloud Control Senior Capstone (UCSB)

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