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David Smith's Projects

animal-deterrent-alarm icon animal-deterrent-alarm

Small project for setting up a quick device to deter unwanted intruders (probably no larger than the size of a large mouse) from going into places they shouldn't be.

backprop_hyper-parameters icon backprop_hyper-parameters

Understanding hyperparameters of neural network architectures using 3 cost functions, 3 activation functions, 2 regularizations and dropout.

basic-rpc-chat-app icon basic-rpc-chat-app

Basic Multi-user RPC chat application (Server and Client components) with basic distributed systems adherence (vector clocks) implemented in Golang.

continuously-trained-tf-model icon continuously-trained-tf-model

Tensorflow has a feature called "Serving" which allows one to deploy a tf based model and use an api to either train, or update the model and make inferences.

data-mining icon data-mining

Projects/Assignments for my graduate level Data Mining course.

deep-learning-ecg-monitor icon deep-learning-ecg-monitor

Project revolving around the creation of a hybrid cloud deep learning based ECG classification and alert system.

expensify.cash icon expensify.cash

Expensify.cash is the next generation of Expensify: a reimagination of payments based atop a foundation of chat.

go_projects icon go_projects

Self mini projects for getting to grips with Go syntax

icer-python icon icer-python

(WIP) This repo will serve as a guide and reference for implementing research papers using the ICER compression algorithm from NASA as an example (https://ipnpr.jpl.nasa.gov/progress_report/42-155/155J.pdf) and Python as the language.

personal-diffusion icon personal-diffusion

Cloud ready Stable Diffusion implementation with APIs, concurrent job handling, sync/async variants of image generation, img2img and denoising parameters.

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