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Justin Fletcher's Projects

dasie icon dasie

A private repository for the development of code related to the Distributed Aperture System for Interferometric Exploitation (DASIE) project.

dataset_gan icon dataset_gan

A simple GAN demo that provides a CLI and is coherent with the TF Dataset API

detection_analysis icon detection_analysis

A simple, well-documented class enabling framework-agnostic analysis of object detection model inference.

hpc-tensorflow icon hpc-tensorflow

A library automating the deployment of large-scale TensorFlow experiments to high-performance computing clusters.

latex-uhm-thesis icon latex-uhm-thesis

A LaTeX thesis/dissertation class for the University of Hawaii at Manoa

mindcraft icon mindcraft

A project that abstracts the interface to Malmo in order to enable evolutionary neurocomputation in Minecraft.

owp_rnn icon owp_rnn

The repository serves as a delivery method for my CSCE-686 course project.

patterns icon patterns

A repository containing several reusable patterns common to many deep learning applications.

pyhpc icon pyhpc

This Python package simplifies construction, deployment, and data reduction, for flag-based experiments to high-performance computing clusters.

sapy icon sapy

A general, extensible Python simulated annealing library.

synaptic-annealing icon synaptic-annealing

This private repository is a workspace for the development of code related to my thesis.

tendies icon tendies

TensorFlow Distributed Image Serving - A RESTful server application for image-based deep learning networks. Uses CycleGAN as a usage example. Includes tutorial ipynb.

tensorflow-zoo icon tensorflow-zoo

A repository to store standard TensorFlow models, patterns, and examples.

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