[at] DATA & AI BLOG
Switch Transformer: Scaling to a Trillion Parameters
Transformers have achieved great success in machine learning, especially NLP with language models (and now image processing). They are one of the most popular topics right now. It is not surprising that big technology companies like Google,...
Fantastic Transformers and Where to Find Them
In the last few years, Artificial Intelligence (AI), and especially Natural Language Processing (NLP), have witnessed a revolution driven by one particular neural network architecture, the...
How to detect indoor puddles using Fastai’s dynamic UNET?
Taking you on a journey from data gathering towards a trained model © IFT, Univeristy Stuttgart© IFT, Univeristy Stuttgart© [at]Example pictures for the three Use Cases in consequent order Let’s start this blog post...
GPT-3 – Go deep: But do not hit the ground
Did you know that the first Porsche, model P1 designed in 1898, was an electric car? It had a range of 79km and has since been forgotten, while we became experts in combustion technology. And...
Authenticity of Van Gogh’s “The Wijk Mill”- AI algorithm finds no forgery
The painting "The Wijk Mill", recently discovered and attributed to Vincent van Gogh, has been checked for authenticity using Artificial Intelligence and Machine Learning. The Munich-based AI and Data Science specialists at Alexander Thamm GmbH did...
How Reinforcement Learning Works
Reinforcement Learning (RL) is an increasingly popular Machine Learning method that focuses on finding intelligent solutions to complex control problems. In this blog article, we will explain the basic workings of the method before presenting the...
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