1. A method implemented by a computing device, the method comprising: determining zoomed croppings of an image, each zoomed cropping including content captured in the image; calculating, for each zoomed cropping of the image, a plurality of scores that are indicative of inclusion of the content captured in the image, each of the zoomed croppings having a scale that corresponds to an amount the image is zoomed to result in the zoomed croppings; and choosing one or more of the zoomed croppings having the scale based on the plurality of scores calculated for the zoomed croppings.