Neuroevolution: Scaling the Evolution of Artificial Neural Networks

2018-10-22T14:13:33+00:00

In this article we will look at the history of Neuroevolution and present state-of-the-art work that was performed by Google, Uber and other companies.

Neuroevolution describes the evolution of Artificial Neural Networks for problems in the domain of supervised or reinforcement learning. This article is the result of

Neuroevolution: Scaling the Evolution of Artificial Neural Networks 2018-10-22T14:13:33+00:00

Generative Adversarial Networks explained

2018-06-26T09:53:19+00:00

Recent improvements on the architecture and the training of Generative Adversarial Networks have rendered them applicable on a greater variety of problems, e.g sequential or discrete data. In this blog article we take a closer look on the general theoretical GAN architecture and its variations.

Neural networks are one of the technologies that have the potential to change our lives forever. Besides lots of applications and machines in the industry they have d

Generative Adversarial Networks explained 2018-06-26T09:53:19+00:00

Text Spotting using semi-supervised Generative Adversarial Networks

2018-06-26T09:57:18+00:00

We built a text spotting (OCR) pipeline that out-performed Google Cloud Vision using semi-supervised Generative Adversarial Networks.

Despite all advances in machine learning due to the advent of deep learning, the latter has one major shortcoming: It requires a lot of data during the learning proce

Text Spotting using semi-supervised Generative Adversarial Networks 2018-06-26T09:57:18+00:00

TensorFlow Mobile: Training and Deploying a Neural Network

2018-09-25T11:10:59+00:00

In this blog series we explain how you can train and deploy a convolutional neural network for image classification to a mobile app using TensorFlow Mobile.

Smart Assistants, fancy image filters in Snapchat and apps like Prisma all have one thing in common—they are powered by Machine Learning. The use of Machine Learning

TensorFlow Mobile: Training and Deploying a Neural Network 2018-09-25T11:10:59+00:00

Neural Networks in the Browser

2017-11-27T15:16:39+00:00

Neural networks are the basis of some pretty impressive recent advances in machine learning. From greatly improved translation to automatic transfer of painting style

Neural Networks in the Browser 2017-11-27T15:16:39+00:00