Artificial Intelligence & Machine Learning Archive

We combined Business Process Management with Artificial Intelligence and the result was awesome! Continue reading to find out more...

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...

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...

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...

Less "blah", more "aha!"

Intelligent Process Automation with Camunda and Amazon Comprehend

Capsule Networks - Better CNNs?

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

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

Reinforcement learning - Part 3: Creating your own gym environment

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

Reinforcement learning – Part 1: Introduction to Q-learning

GANs – Applied on Novatec employees

Recurrent Neural Networks for time series forecasting

Deep Learning for End-to-End Captcha Solving

Landmark Recognition Challenge - Development and Experiences

Automate Machine Learning process with Neo4j stored procedures

Machine Learning Pipeline for Real-Time Sentiment Analysis

Image classification with CNNs and small augmented datasets