Ask HN: Can Machine Learning Be Trained to Predict How Will I Look After 10 Yrs?

Just getting more curious on ML possibilites, if I train a model with thousands of potrait photo samples of people at age 20 and their photo at age 30. Can I create a model that can successfully predict how someone will look at 30 when given the photo at age 20?

Since I don't have any mentors on this area. I am very interested to know atleast what this specific problem area is called in Machine Learning. Are there currently any frameworks you know that can do this?