Deep Learning for Remote Sensing Applications
Introduction to Deep Learning for Remote Sensing Applications based on the paper by He & Yokoya (2018), Int J Geo-Inf.
Tech
Deployment for cheapskates
A short rundown of how to use Dokku to deploy web apps and machine learning models on your own system. Get your very own PaaS system on the cheap by using op...
Guitar classification revisited
A step-by-step description of how to use the new fastai v1 deep learning toolbox to build a state-of-the-art image classifier for your classification goal wi...
Build your image dataset faster
So you want to build your own image dataset to train a fancy deep learning model? This small tool helps to make generating custom image datasets for building...
Is this a Les Paul or is this a Strat?
How to build a convolutional neural net that can discriminate between guitar models.
Misc
Getting things started for 2018…
New years’ resolutions everyone.
Projects
AxeNet - Guitar Classifier App
A web application that allows you to classify a guitar image. Using transfer learning, fast.ai and the image downloader fastclass.
Tools
Nick that formula like a Pro
If you ever struggled to replicate this tedious formula from a paper this nice tool might be for you
Other
Data analysis for drug/ alcohol incidents
A toy data analysis for drug/ alcohol related offenses recorded in San Francisco and Settle in the year 2017