Natural Language Processing (short: NLP, sometimes also called Computational Linguistics) is one of the fields which has undergone a revolution since methods from Machine Learning (ML) have been applied to it. In this blog post I will explain what NLP is about and show how Machine Learning comes into play. In the end you will have learned which problems NLP deals with, what kinds of...
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July 15th, 2019
In the past five to ten years, hardly any topic has seen such a stellar rise in popularity as Deep Learning. Since 2009 the number of Deep Learning papers published per year has more than... read more
May 24th, 2019
This post presents some key learnings from our work on identifying roofs on satellite images. Our aim was to develop a planing tool for the placement of solar panels on roofs. For this purpose... read more
May 10th, 2019
We are currently working on an exciting project where the computer reads numbers and letters in technical drawings. These numbers and letters are used to tag the objects in the drawings. Here... read more
April 23rd, 2019
There is a growing demand for automatically processing letters and other documents. Powered by machine learning, modern OCR (optical character recognition) methods can digitize the text. But... read more