1. A method comprising: receiving a user-provided image to be adjusted; determining at least one image descriptor of the user-provided image to be adjusted; generating, using a hardware processor, a plurality of basis styles comprising adjusted versions of the user-provided image, wherein the plurality of basis styles are generated based on a sample image set having similar image descriptors as the at least one image descriptor of the user-provided image; and providing the plurality of basis styles on a user interface of a display device.