I am a MSc student at the University of Alberta majoring in CS. My areas of interest include Machine Learning, Functional Programming and Remote Sensing.
Repositories
JoshuaBillson/FluxSegmentationModels.jl
JoshuaBillson/VisionTransformers.jl
JoshuaBillson/Flux.jl
Relax! Flux is the ML library that doesn't make you tensor
JoshuaBillson/SatelliteDataSources.jl
JoshuaBillson/OnlineMetrics.jl
Metrics for streaming, online, and batched machine learning workflows.
JoshuaBillson/Waterbody-Detection-Via-Deep-Learning
Source code for the paper, "Water Body Extraction from Sentinel-2 Imagery with Deep Convolutional Networks and Pixelwise Category Transplantation".
JoshuaBillson/RemoteSensingToolbox.jl
A pure Julia package built on top of Rasters.jl for visualizing, analyzing, and processing remotely sensed imagery.
JoshuaBillson/VisionTransforms.jl
JoshuaBillson/GitHubExample.jl
JoshuaBillson/SentinelExplorer.jl
A pure Julia package for querying and downloading Sentinel data.
JoshuaBillson/Metalhead.jl
Computer vision models for Flux
JoshuaBillson/PartialFunctions.jl
A small package to simplify partial function application
JoshuaBillson/LandsatExplorer.jl
A pure Julia package for querying and downloading Landsat data.
JoshuaBillson/Apollo.jl
A deep learning framework for remote sensing.
JoshuaBillson/DataViews.jl
A package for defining lazy views over machine learning datasets.
JoshuaBillson/RemoteSensingNotebooks
JoshuaBillson/DimensionalData.jl
Named dimensions and indexing for julia arrays and other data
JoshuaBillson/Rasters.jl
Raster manipulation for the Julia language
JoshuaBillson/Breakthrough
JoshuaBillson/MixtureDensityNetworks.jl
A simple interface for defining, training, and deploying MDNs.
JoshuaBillson/VNH5019Controller
JoshuaBillson/CVJ
A computer vision library for Julia, Inspired by MLJ.
JoshuaBillson/EntryPoint.jl
JoshuaBillson/Waterbody-Extraction-Framework
JoshuaBillson/CatsVsDogsJulia
JoshuaBillson/Cats-Vs-Dogs
JoshuaBillson/CMPUT412-Competition-2
JoshuaBillson/CMPUT404-assignment-websockets
CMPUT404-assignment-websockets.
JoshuaBillson/nodejs-ws-lab
NodeJS & WebSockets lab. University of Alberta CMPUT 404