Case study card:
Predict design attractiveness to increase the speed and quality of designers
eCommerce & Marketing
Design is typically the purview of a human being. That said, it's possible to add a level of quantification to design based metrics.
Training data is annotated by a team of designers and this information is used to train a reinforcement model. The system is then used to give ratings to packaging design based on its aesthetic and positive sentiment.
It doesn't replace the need for a human filtering stage, but it speeds up design selection.