Home 2018-05-04T15:44:46+00:00

Text Spotting using semi-supervised Generative Adversarial Networks

Von | 24. Mai 2018|

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

Agile Sales: Wie unser Vertrieb mit Scrum seine Strategie optimiert

Von | 17. Mai 2018|

2017 haben wir angefangen, die Arbeit unseres Sales Teams agil zu organisieren. Wie es dazu kam und was das genau bedeutet, stelle ich hier vor.

inovex ist ein IT-Projekthaus, d. h. wir entwickeln IT-Projekte gemeinsam mit unseren Kunden. Dass wir die Durchführung dieser IT-Projekte agil organisieren, versteht

TensorFlow Mobile: Training and Deploying a Neural Network

Von | 08. Mai 2018|

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

WebAssembly in Production

Von | 30. April 2018|

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

Managing isolated Environments with PySpark

Von | 10. April 2018|

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

Is React Native an Alternative to Native Development?

Von | 22. März 2018|

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

Progressive Web Apps on iOS!

Von | 08. März 2018|

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

Application of Differential Privacy and Randomized Response in Big Data

Von | 28. Februar 2018|

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

Actions on Google Tutorial: Apps für Google Assistant selbst schreiben

Von | 22. Februar 2018|

In diesem Artikel zeige ich an einem Beispiel und Code Templates, wie man Actions on Google für den Assistant auf Google Home und Smartphones entwickelt.

Voice Assistants wie Google Home und Amazons Alexa unterstützen uns zu Hause nicht mehr nur bei Standardaufgaben wie der Wetterabfrage oder dem Stellen eines Timers.

Behold, the External Address Highlighter for Google Inbox!

Von | 14. Februar 2018|

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

Progressive Web Apps vs. WebAPKs

Von | 13. Februar 2018|

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

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