I have come across this article: https://towardsdatascience.com/how-attractive-are-you-in-the-eyes-of-deep-neural-network-3d71c0755ccc and this paper https://arxiv.org/pdf/1801.06345.pdf earlier and was inspired to build a facial beauty classifier.
However, my model seems to overfit on the training set and produces unstable prediction on new data. The dataset in the paper only contains 5500 labeled images.
I have been looking for new training data.
Another dataset mentioned in the paper.
(here is the mention and papers referenced)
" Hot-Or-Not database [32][33]"
[32] R. White, A. Eden, and M. Maire, “Automatic prediction of human
attractiveness,” UC Berkeley CS280A Proj., vol. 1, p. 2, 2004.
[33] D. Gray, K. Yu, W. Xu and Y. Gong, “Predicting facial beauty without
landmarks,” in Proc. ECCV, 2010.
I have been looking for this HotOrNot dataset and googling these two papers but found nothing.
Hot or Not seems to switch to a Like or Dislike system from the 0 - 10 score system that came before.
I am wondering if anyone has any lead on this “Hot or Not dataset”? (or any kind of dataset that has human - face labeled with facial beauty score)