Aligner image based quality control system
A method and system for inspecting a customized orthodontic aligner for manufacturing defects are described. The method includes obtaining images of the customized orthodontic aligner, determining a digital file associated with the aligner, the digital file including a digital model of a mold used during manufacture of the customized orthodontic aligner, determining an inspection recipe for the aligner, determining an intended property for the customized orthodontic aligner by digitally manipulating the digital model of the mold, determining an actual property of the customized orthodontic aligner from the images, determining whether there is a manufacturing defect in the customized orthodontic aligner by comparing the intended property with the actual property, and outputting an output associated with the determination of whether there is a manufacturing defect.
1. A method for inspecting a dental appliance for manufacturing defects, the method comprising:
obtaining one or more images of the dental appliance, wherein the dental appliance comprises a customized orthodontic aligner customized for a specific arch of a specific patient and a specific stage of orthodontic treatment;
identifying an identifier of the dental appliance;
determining, from a plurality of digital files, a digital file associated with the dental appliance based on the identified identifier, the digital file associated with the dental appliance including a digital model of an intermediate component used during manufacture of the dental appliance, wherein the intermediate component comprises a positive mold associated with the specific arch of the specific patient and the specific stage of orthodontic treatment;
determining an intended property for the dental appliance by digitally manipulating the digital model of the intermediate component used during manufacture of the dental appliance, wherein the intended property for the customized orthodontic aligner comprises an intended silhouette which approximates an outer surface of the customized orthodontic aligner in a plane;
determining an actual property of the dental appliance from the one or more images of the dental appliance, wherein the actual property of the customized orthodontic aligner comprises an actual silhouette of the outer surface of the customized orthodontic aligner in the plane as captured by one or more images of the customized orthodontic aligner;
determining whether there is a manufacturing defect in the dental appliance by comparing the intended property for the dental appliance with the actual property of the dental appliance, wherein comparing the intended property with the actual property of the customized orthodontic aligner comprises comparing the intended silhouette with the actual silhouette and determining whether differences exceed a threshold value; and
outputting an output associated with the determination of whether there is a manufacturing defect.
2. The method of claim 1 , wherein the intended property for the customized orthodontic aligner comprises an intended cutline for the customized orthodontic aligner, wherein the actual property of the customized orthodontic aligner comprises an actual cutline of the customized orthodontic aligner as determined from the one or more images.
3. The method of claim 1 , wherein the identifier of the customized orthodontic aligner is printed on the customized orthodontic aligner and wherein the identifier of the customized orthodontic aligner is identified by analyzing the one or more images of the customized orthodontic aligner.
4. The method of claim 1 , wherein identifying the identifier of the customized orthodontic aligner comprises receiving user input of the identifier.
5. The method of claim 1 , wherein the intended property for the customized orthodontic aligner is determined by digitally manipulating a portion of a surface of the digital model of the positive mold to approximate a surface of the customized orthodontic aligner.
6. The method of claim 5 , wherein the surface of the customized orthodontic aligner is approximated by offsetting the portion of the surface of the digital model of the positive mold by a distance.
7. The method of claim 6 , wherein the intended property for the customized orthodontic aligner is determined by virtually projecting a cut line associated with the customized orthodontic aligner to the approximated surface of the customized orthodontic aligner.
8. The method of claim 6 , wherein the intended silhouette of the customized orthodontic aligner is determined by computing a silhouette of an approximated surface of the customized orthodontic aligner in the plane.
9. The method of claim 1 , wherein the intended property for the customized orthodontic aligner is determined by computing a silhouette of the digital model of the positive mold in the plane.
10. The method of claim 9 , wherein the intended silhouette of the customized orthodontic aligner is computed by offsetting a perimeter of the computed silhouette of the digital model of the positive mold in the plane.
11. A method for inspecting a dental appliance for manufacturing defects, the dental appliance configured for application to a dental arch of a patient, the method comprising:
obtaining one or more images of the dental appliance, wherein the dental appliance comprises a customized orthodontic aligner customized for a specific arch of a specific patient and a specific stage of orthodontic treatment;
identifying an identifier of the dental appliance;
determining, from a plurality of digital files, a digital file associated with the dental appliance based on the identified identifier, the digital file associated with the dental appliance including a digital model of the dental appliance, the digital model of the dental appliance produced by digitally manipulating a digital model of a staged dental arch of the patient that is associated with the specific stage of orthodontic treatment;
determining an intended property for the dental appliance from the digital model of the dental appliance, wherein the intended property for the customized orthodontic aligner comprises an intended silhouette which approximates an outer surface of the customized orthodontic aligner in a plane;
determining an actual property of the dental appliance from the one or more images, wherein the actual property of the customized orthodontic aligner comprises an actual silhouette of the outer surface of the customized orthodontic aligner in the plane as captured by one or more images of the customized orthodontic aligner;
determining whether there is a manufacturing defect in the dental appliance by comparing the intended property for the dental appliance with the actual property of the dental appliance;
outputting an output associated with the determination of whether there is a manufacturing defect.
12. The method of claim 11 , wherein the intended property for the customized orthodontic aligner comprises an intended cutline for the customized orthodontic aligner, and wherein the actual property of the customized orthodontic aligner comprises an actual cutline of the customized orthodontic aligner as determined from the one or more images.
13. The method of claim 11 , wherein the identifier of the customized orthodontic aligner is printed on the customized orthodontic aligner and wherein the identifier of the customized orthodontic aligner is identified by analyzing the one or more images of the customized orthodontic aligner or by receiving user input of the identifier.
14. A method for inspecting a customized orthodontic aligner for manufacturing defects, the customized orthodontic aligner customized for a specific arch of a specific patient and a specific stage of orthodontic treatment, the method comprising:
obtaining one or more images of the customized orthodontic aligner;
identifying an identifier of the customized orthodontic aligner;
determining, based on the identifier of the customized orthodontic aligner, at least one intended property for the customized orthodontic aligner, wherein the at least one intended property comprises an intended silhouette which approximates an outer surface of the customized orthodontic aligner, the at least one intended property for the customized orthodontic aligner determined by digitally manipulating a digital model of a mold used during manufacture of the customized orthodontic aligner;
determining at least one actual property of the customized orthodontic aligner from the one or more images, wherein the at least one actual property comprises an actual silhouette of the outer surface of the customized orthodontic aligner;
determining whether there is a manufacturing defect in the customized orthodontic aligner by comparing the at least one intended property for the customized orthodontic aligner with the at least one actual property of the customized orthodontic aligner, wherein comparing the at least one intended property with the at least one actual property of the customized orthodontic aligner comprises comparing the intended silhouette with the actual silhouette; and
outputting an output associated with the determination of whether there is a manufacturing defect.
15. The method of claim 14 , wherein the intended silhouette of the customized orthodontic aligner is in a plane and wherein the actual silhouette of the customized orthodontic aligner is in the plane as captured by the one or more images of the customized orthodontic aligner.
16. The method of claim 14 , wherein the at least one intended property for the customized orthodontic aligner comprises an intended cutline for the customized orthodontic aligner, and wherein the at least one actual property of the customized orthodontic aligner comprises an actual cutline of the customized orthodontic aligner as determined from the one or more images.
17. The method of claim 14 , wherein the identifier of the customized orthodontic aligner is printed on the customized orthodontic aligner and wherein the identifier of the customized orthodontic aligner is identified by analyzing the one or more images of the customized orthodontic aligner or by receiving user input of the identifier.