Abstract: A method includes obtaining first data of a dental arch having one or more first properties. The method further includes processing the first data using one or more trained machine learning models. The one or more trained machine learning models generate a dimensionally reduced representation of the dental arch based on the first data. The one or more trained machine learning models generate second data of the dental arch that has one or more second properties. The method further includes obtaining, from the one or more trained machine learning models, the second data of the dental arch that has the one or more second properties. The second data is based on the dimensionally reduced representation. The one or more second properties are different from the one or more first properties. The method further includes causing a representation of the dental arch to be displayed based on the second data.

Abstract: A method includes capturing a video comprising a plurality of frames of a face of an individual, determining that the video fails to satisfy one or more quality criteria, and providing guidance of one or more actions to be performed by the individual to cause an updated video to satisfy the one or more quality criteria.

Abstract: A method includes receiving a selection of an image of a face of an individual from a plurality of images of the face of the individual, determining an orientation of a jaw of the individual in the selected image, and updating an orientation of a three-dimensional (3D) model of a dental arch of the individual to match the orientation of the jaw of the individual in the selected image.

Abstract: A method includes receiving a video comprising a face of an individual, the video comprising a current condition of a dental site of the individual. The method includes determining or receiving an altered condition of the dental site and modifying the video by replacing the current condition of the dental site with the altered condition of the dental site in the video.