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Artificial Intelligence & Machine Learning

Intelligent Process Automation with Camunda and Amazon Comprehend

May 2021 Marigianna Skouradaki
We combined Business Process Management with Artificial Intelligence and the result was awesome! Continue reading to find out more...
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Machine Learning

Capsule Networks - Better CNNs?

January 2020 Charlotte Burmeister
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Data Intelligence

Automated Meter Reading (AMR) using Computer Vision - Part 2: How We Gained Adaptabilit...

December 2019 Matthias Hofmaier & Johannes Mayer
Introduction In our last blog post about Automated Meter Reading (AMR), we tackled the automated reading of meter digits by using different (static) preprocessing methods to segment single digits, followed by a template matching procedure...
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Data Intelligence

Exploring Automated Meter Reading (AMR) using Computer Vision - Part 1

January 2019 Marco Radic & Dr. Harald Bosch
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Machine Learning

Reinforcement learning - Part 3: Creating your own gym environment

December 2018 Philip Ossenkopp
What is the ability to create an agent without knowing how to implement an environment? The Gym toolkit already provides a bunch of settings. But not every problem is included there. In this post I...
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Machine Learning

Reinforcement learning – Part 2: Getting started with Deep Q-Networks

December 2018 Philip Ossenkopp
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Machine Learning

Reinforcement learning – Part 1: Introduction to Q-learning

November 2018 Philip Ossenkopp
If you have a dog, you will probably know the way how reinforcement learning works – you just haven’t called it that yet. Let’s assume we have a mediocre intelligent dog that can perform different...
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Development & Programming

GANs – Applied on Novatec employees

November 2018 Kevin Widholm & Gisela Vallejo
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October 2018 Marcel Weller
Recurrent Neural Networks for time series forecasting
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August 2018 Marco Radic & Mario Mann
Deep Learning for End-to-End Captcha Solving
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June 2018 Kevin Widholm
Landmark Recognition Challenge - Development and Experiences
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May 2018 Marcel Weller
Automate Machine Learning process with Neo4j stored procedures
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April 2018 Kevin Widholm
Machine Learning Pipeline for Real-Time Sentiment Analysis
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April 2018 Hauke Brammer
Image classification with CNNs and small augmented datasets
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