Are neural networks capable of estimating human facial attractiveness in 2018? : <p>I'm trying to understand if the project I'm thinking about is feasible or not using Neural Networks. I'm aware of apps like MakeApp and FakeApp which use neural networks to manipulate human faces. </p>

<p>My question is - <strong>Can modern (2018) neural networks be trained to identify aspects of human facial attractiveness and give a percentile score?</strong></p>

<p>For example, given an image, I want to know if the neural network thinks this image is in the top 20% facial attractiveness. If possible, how big of a dataset I need to be able to train such network? Is it tens of thousands of human-scored images? </p>
