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Using TensorFlow Models with Core ML on iOS

2018-07-18T11:33:25+00:00

In iOS 11 Apple introduced Core ML, its own framework for Machine Learning on iPhone and iPad. In this article we show how to convert a trained TensorFlow Model and integrate it with an iOS app.

Machine learning and more precisely convolutional neural networks are an interesting approach for image classification on mobile devices. In the recent past it wasn&#

Using TensorFlow Models with Core ML on iOS 2018-07-18T11:33:25+00:00

Let’s encrypt the web! All of it.

2018-07-13T12:58:00+00:00

Are you serving your website via HTTPS yet? You really should and Let's Encrypt is here to help you get up to speed on that.

Does your website still run on plain HTTP? Would you like it to run on HTTPS? You should, because soon you might not have a choice anymore. The HTTPS saturation of th

Let’s encrypt the web! All of it. 2018-07-13T12:58:00+00:00

Azure Analysis Services: How to Automate Your Tabular Model Refresh Using Azure Automation

2018-07-03T13:59:43+00:00

This article shows how to refresh an Analysis Services Tabular Model regularly and automatically using Microsoft Azure Azure Automation.

This article shows how to refresh an Analysis Services Tabular Model which is hosted on Microsoft Azure regularly and automatically using Azure automation. A Tabular

Azure Analysis Services: How to Automate Your Tabular Model Refresh Using Azure Automation 2018-07-03T13:59:43+00:00

Use Your TensorFlow Mobile Model in an Android App

2018-06-27T12:21:01+00:00

In this post we'll show how to integrate machine learning, more accurately a neural network, to recognize houseplants in an Android app—using TensorFlow Mobile directly on the device!

Nowadays, modern mobile devices are extremely powerful and enable new approaches. Even if it sounds like a platitude, it is clear that some of these approaches are ve

Use Your TensorFlow Mobile Model in an Android App 2018-06-27T12:21:01+00:00

Terraform in an AWS Multi Account Environment

2018-06-19T08:42:55+00:00

Terraform is a great tool to spin up environments on AWS—or in other clouds. But when it comes to a multi account environment there might be a gap. This article offers different solutions to bypass this with some kind of Makefile magic.

Terraform is a great tool to spin up environments on AWS—or in other clouds. But when it comes to a multi account environment there might be a gap. This article offer

Terraform in an AWS Multi Account Environment 2018-06-19T08:42:55+00:00

Generative Adversarial Networks explained

2018-06-26T09:53:19+00:00

Recent improvements on the architecture and the training of Generative Adversarial Networks have rendered them applicable on a greater variety of problems, e.g sequential or discrete data. In this blog article we take a closer look on the general theoretical GAN architecture and its variations.

Neural networks are one of the technologies that have the potential to change our lives forever. Besides lots of applications and machines in the industry they have d

Generative Adversarial Networks explained 2018-06-26T09:53:19+00:00

Text Spotting using semi-supervised Generative Adversarial Networks

2018-06-26T09:57:18+00:00

We built a text spotting (OCR) pipeline that out-performed Google Cloud Vision using semi-supervised Generative Adversarial Networks.

Despite all advances in machine learning due to the advent of deep learning, the latter has one major shortcoming: It requires a lot of data during the learning proce

Text Spotting using semi-supervised Generative Adversarial Networks 2018-06-26T09:57:18+00:00

TensorFlow Mobile: Training and Deploying a Neural Network

2018-06-26T13:24:38+00:00

In this blog series we explain how you can train and deploy a convolutional neural network for image classification to a mobile app using TensorFlow Mobile.

Smart Assistants, fancy image filters in Snapchat and apps like Prisma all have one thing in common—they are powered by Machine Learning. The use of Machine Learning

TensorFlow Mobile: Training and Deploying a Neural Network 2018-06-26T13:24:38+00:00

WebAssembly in Production

2018-04-30T13:33:31+00:00

This article describes how WebAssembly can help you accelerating hot code portions of ordinary JavaScript apps with tools available today.

WebAssembly (or wasm for short) is a relatively new way to efficiently execute code in a browser. Since late 2017, it is supported in all modern major browsers (Chrom

WebAssembly in Production 2018-04-30T13:33:31+00:00

Managing isolated Environments with PySpark

2018-04-10T13:30:43+00:00

In this article we present a simple solution for managing Isolated Environments with PySpark that we have been using in production for more than a year.

With the sustained success of the Spark data processing platform even data scientists with a strong focus on the Python ecosystem can no longer ignore it. Fortunately

Managing isolated Environments with PySpark 2018-04-10T13:30:43+00:00

Is React Native an Alternative to Native Development?

2018-03-22T13:01:32+00:00

tl;dr: react native can be a tool to simplify development for multiple platforms, or even just for one platform you don't have too much knowledge of.

tl;dr it depends on your goals; react native can definitely be a tool to simplify your development for multiple platforms, or even just for one Platform if you don

Is React Native an Alternative to Native Development? 2018-03-22T13:01:32+00:00

Progressive Web Apps on iOS!

2018-03-08T09:24:53+00:00

With the support for Service Workers and the Web App Manifest standard on mobile Safari, Progressive Web Apps on iOS become reality.

In recent years many new web standards like the Service Worker and Web Notifications evolved, which ultimately enabled Progressive Web Apps. Since then, Progressive W

Progressive Web Apps on iOS! 2018-03-08T09:24:53+00:00

Application of Differential Privacy and Randomized Response in Big Data

2018-03-01T09:15:11+00:00

In this blog, I’ll explain some of the basic concepts of differential privacy and talk about how I’ve used it in my Bachelor’s Thesis.

Differential Privacy is a topic of growing interest in the world of Big Data. It is currently being deployed by tech giants like Google and Apple to gain knowledge ab

Application of Differential Privacy and Randomized Response in Big Data 2018-03-01T09:15:11+00:00

Behold, the External Address Highlighter for Google Inbox!

2018-02-14T09:16:30+00:00

While composing an email, the External Address Highlighter gives visual feedback when a recipient has an email-address from outside your company.

Hi there! Just wanted to quickly let you know, that we published a new web-extension 🎉 It’s called External Address Highlighter (github) and does just that (in

Behold, the External Address Highlighter for Google Inbox! 2018-02-14T09:16:30+00:00

Progressive Web Apps vs. WebAPKs

2018-03-08T12:21:29+00:00

Progressive Web Apps can be executed independently from the browser's host system—web APKs go even further & make web apps a first class citizen on Android!

Imagine you could build a sophisticated application that would run on all your devices, without the need to build multiple versions for each platform (e.g., iOS, Andr

Progressive Web Apps vs. WebAPKs 2018-03-08T12:21:29+00:00
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