Abstract: The subject technology receives, at a client device, a selection of a selectable graphical item from a plurality of selectable graphical items, the selectable graphical item comprising an augmented reality content generator including a 3D effect. The subject technology captures image data using at least one camera of the client device. The subject technology generates depth data using a machine learning model based at least in part on the captured image data. The subject technology applies, to the image data and the depth data, the 3D effect based at least in part on the augmented reality content generator.

Abstract: The subject technology selects a set of augmented reality content generators from a plurality of available augmented reality content generator based on metadata associated with each respective augmented reality content generator. The subject technology receives, at a client device, a selection of a selectable graphical item from a plurality of selectable graphical items, the selectable graphical item comprising an augmented reality content generator including a 3D effect. The subject technology captures image data and depth data using at least one camera of the client device. The subject technology applies, to the image data and the depth data, the 3D effect based at least in part on the augmented reality content generator.