Tech

Deployment for cheapskates

4 minute read

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

8 minute read

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

2 minute read

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...

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Misc

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Projects

AxeNet - Guitar Classifier App

less than 1 minute read

A web application that allows you to classify a guitar image. Using transfer learning, fast.ai and the image downloader fastclass.

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