Neural Networks in the Browser

Neural networks are the basis of some pretty impressive recent advances in machine learning. From greatly improved translation to automatic transfer of painting styles and from expert-level Go to Super Smash Bros, neural networks seem to to conquer various fields previously dominated by human performance. The on-going progress in different algorithms and techniques allows the application of neural networks in more and more use cases. Combined with the continuous maturing of the web as an application platform (see progressive web apps) this begs the question whether neural network applications can be deployed as web apps with all the advantages that come along with them. Weiterlesen