Читать книгу The Innovation Ultimatum - Steve Brown - Страница 46

Capsule networks are the brainchild of Geoff Hinton, the creator of backprop and one of the fathers of deep learning. Capsules overcome some of deep learning's shortcomings. The difference between capsule networks and traditional convolutional neural networks is beyond the scope of this book, but capsules capture some level of understanding about the relationship between features in images, which makes image recognition engines more resilient and better at recognizing objects from many different angles.