18906575. QUERY DEFORMATION FOR LANDMARK ANNOTATION CORRECTION (DISNEY ENTERPRISES, INC.)
QUERY DEFORMATION FOR LANDMARK ANNOTATION CORRECTION
Organization Name
Inventor(s)
Prashanth Chandran of Zürich CH
Derek Edward Bradley of Zürich CH
QUERY DEFORMATION FOR LANDMARK ANNOTATION CORRECTION
This abstract first appeared for US patent application 18906575 titled 'QUERY DEFORMATION FOR LANDMARK ANNOTATION CORRECTION
Original Abstract Submitted
One embodiment of the present invention sets forth a technique for performing landmark detection. The technique includes generating, via execution of a first machine learning model, a first set of displacements associated with a first set of query points on a canonical shape based on a first annotation style associated with the first set of query points. The technique also includes determining, via execution of a second machine learning model, a first set of landmarks on a first face depicted in a first image based on the first set of displacements. The technique further includes training the first machine learning model based on one or more losses associated with the first set of landmarks to generate a first trained machine learning model.