Pinned Repositories
Aerial_Image_Segmentation
Like the road image classification project, I used Google Colab to develop a simple segmentation model for labeled aerial imagery. It boiled down to simple "mini" unets and trying out soft IoU loss. This might be helpful for someone who wants to see a straightforward tensorflow-based keras model for segmentation.
dataImbalance
Code Associated with IGARSS 2018 Submission (and continuing work). Created 01/04/2018
filmAnalysis
A side project for developing R/python code to analysis and learn from film data
footballytics
My Shiny App for Football (Soccer)
JohnMcKay.github.io
Website
ml-toolbox
Road_Image_Classification
I wrote a little python program to train a multi-task model for road classification from satellite imagery.
RSocialInsects
Different Ideas we (McKay, Dr. Kang at ASU) played around with. Basic igraph and ggplot2 packages
SRCwithR
An implementation of sparse reconstruction-based classification (using Spike and Slab prior) with R
midnightLantern.github.io
Matt Gohn & John McKay's Film Podcast
JohnMcKay's Repositories
JohnMcKay/Aerial_Image_Segmentation
Like the road image classification project, I used Google Colab to develop a simple segmentation model for labeled aerial imagery. It boiled down to simple "mini" unets and trying out soft IoU loss. This might be helpful for someone who wants to see a straightforward tensorflow-based keras model for segmentation.
JohnMcKay/dataImbalance
Code Associated with IGARSS 2018 Submission (and continuing work). Created 01/04/2018
JohnMcKay/filmAnalysis
A side project for developing R/python code to analysis and learn from film data
JohnMcKay/footballytics
My Shiny App for Football (Soccer)
JohnMcKay/JohnMcKay.github.io
Website
JohnMcKay/ml-toolbox
JohnMcKay/Road_Image_Classification
I wrote a little python program to train a multi-task model for road classification from satellite imagery.
JohnMcKay/RSocialInsects
Different Ideas we (McKay, Dr. Kang at ASU) played around with. Basic igraph and ggplot2 packages
JohnMcKay/SRCwithR
An implementation of sparse reconstruction-based classification (using Spike and Slab prior) with R