Bastian Goldlucke

Effective Aesthetics Prediction With Multi-Level Spatially Pooled Features

We propose an effective deep learning approach to aesthetics quality assessment that relies on a new type of pre-trained features, and apply it to the AVA data set, the currently largest aesthetics database. While previous approaches miss some of the information in the original images, due to taking…