Method for applying beauty effects settings by the camera through machine learning

Beauty enhancement in the image become very popular nowadays. Currently, there are various types of modes to apply beauty effects with the help of skin tones and the age of the detected face. In this paper, we propose a novel prediction of the best beauty effect by enhancing the structural quality of the face. Various beauty modes provide brightness change and skin smoothness. There is a neural network method that is used to predict the best output extracted from the image. In this paper, mapping the ratio to the modes provided by the phone convert the shape and structure of the facial features.