deep neural networks

Stochastic optimization of synthetic data for neural net based 3d face synthesis

In this work, the Basel Face Model 2017 (BFM) will be examined with regard to the generation of learning data for a regression network. A regression network is created that infers parameter vectors for the BFM from input images of faces. These …

Evolutionäre Optimierung von Deep Neural Networks

Convolutional neural networks is a widely spread class of powerful models from the deep learning domain. They have a specific architecture which allows them to tackle successfully many tasks such as image and speech recognition, video analysis etc. …