
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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Introduction Nowadays automation is used heavily to optimize processes and facilitate labour-intensive tasks. One task that is not necessarily labour-intensive, but a task that has to be completed with humans in the loop is meter...
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In the last part of this reinforcement learning series, we had an agent learn Gym’s taxi-environment with the Q-learning algorithm. We achieved decent scores after training our agent for long enough. But this approach reaches its limits pretty quickly....
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How does the average employee of Novatec look like? In this post we want to investigate deeper generative models in order to solve this question. Generative Adversarial Nets (GANs) can be understood as an adversarial...
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October 2018
Dive into the World of Data Mining! Part 3: Optimization of model

August 2018
Deep Learning for End-to-End Captcha Solving

August 2018
Dive into the World of Data Mining! Part 2: Building a model

August 2018
Dive into the World of Data Mining! Part 1: Introduction to RapidMiner

June 2018
Landmark Recognition Challenge - Development and Experiences

May 2018
Automate Machine Learning process with Neo4j stored procedures