RISE Research Radar

Computer Science Open House 2022-2025

2022

Teaching a Computer About Beauty for Image-based Recommendations

Leon René Sütfeld

Summary

Image-based recommendations using beauty assessment. CNN for feature extraction and MLP for rating prediction. Trained on social network photos labeled by experts for binary classification (outstanding vs random). Network learns to recognize beauty, aligning with human appraisals.

Themes

computer-visionmachine-learning

Keywords

image quality, beauty assessment, CNN, recommendation systems, deep learning

Poster

Teaching a Computer About Beauty for Image-based Recommendations poster

Click image to open full size