Category Archives: Code

A deeplearning-showcase on the Cloud: results and findings

Introduction In the last few decades AI has undergone huge and rapid improvements, and one of its fastest growing fields is deep learning which falls under the machine learning category. In the same way, convolutional neural networks (CNNs) have improved dramatically over the past 10 years, going from few layers of depth to hundreds in…
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Configuring Paperspace ML-in-a-Box Machine to run a deeplearning-showcase

Introduction Paperspace is a cloud provider that specialises in GPU enabled machines. It has a set of publicly available images including the ML-in-a-Box machines. These machines can be provisioned on multiple types of hardware, for example P4000, P5000, and P6000 machines. The ML-in-a-Box image comes preconfigured with Keras, Tensorflow, Tensorboard, Cuda, and other standard machine…
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DelyMate – communication using Spring, RabbitMQ and JSON

The Viaboxx DelyMate product consists of separate subsystems that need a communication infrastructure to exchange messages. The DelyMate client is a Java/Groovy-program running on the delivery machine to open the lockers and to handle the interaction with the user at the machine, e.g. to process input from the touch screen. The DelyMate server is a…
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Easily generate live heatmaps for geolocations with ELK

Here at Viaboxx we are using the ELK Stack (Elasticsearch, Logstash and Kibana) to have a centralised but scalable logging infrastructure. In this blog you will learn how to use this stack to easily have a heat map for geo coordinates. Context In our software we are using  the Logstash-Logback encoder  to directly have JSON logs ready…
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