Machine Learning Archive

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...

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....

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...

Automation is great! And so I want to automate everything, even during load testing. However one of the most annoying things that constantly comes up when creating load test for webpages are captchas. They come...

Less „blah“ more „aha“

Exploring Automated Meter Reading using Computer Vision

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

How we created our Face-Recognition model

Performance Anomaly Detection for Java Applications with the Elastic Stack

Java Application Performance Management with the Elastic Stack