Sep 9, 2019Deploying Mozilla DeepSpeech models to AWS Lambda using ServerlessIntro In recent years end-to-end neural networks have become a common approach for speech recognition. Mozilla’s open-source DeepSpeech is a popular implementation of such a system . It comes with a pretrained model, has Python and Javascript bindings, and can also run on ARM processors. In this tutorial, we will be…AWS5 min readAWS5 min read
Apr 3, 2018Producing and Consuming Avro Messages over Kafka in ScalaApache Kafka is an amazing tool for logging/streaming data at scale. In this tutorial we will create a system written in Scala that uses Kafka to produce and consume messages. We will also use Avro; a system for defining schemas and serializing data. Using Avro schemas helps when modelling our…Scala3 min readScala3 min read
Published inDeepDeploy·Sep 28, 2017Transfer Learning for Sound ClassificationIdentifying sounds in the environment around us is something we as humans do quickly and easily everyday, and yet it is fairly difficult for computers to do this. If computers could accurately identify sounds, this would have lots of applications for robotics, security, and many other areas. Recently there have…Machine Learning5 min readMachine Learning5 min read
Sep 25, 2017How to Make an Arduino Controlled Coffee RoasterIn this tutorial we will be building a low budget, computer controlled coffee roaster using a Popcorn Popper, an Arduino, and the Artisan RoasterScope software. The github repo for this project is here. Follow along, and you’ll be enjoying delicious, freshly roasted coffee in no time! Parts This setup is designed…Arduino5 min readArduino5 min read
