System and method for improved print rendering using metallic object detection techniques on input images
A system and method are provided wherein, in at least one form, artificial intelligence is used to identify objects in a document to be considered for metallic rendering or printing on a substrate. Then, the options for printing, including the considerations for rendering in metallic toner or ink, are, in at least one form, presented to the user for acceptance or rejection before the actual printing is initiated.
1. A system for printing images of a document on a substrate, the system comprising:
a processor configured to identify metallic objects represented in the images of the document using a metallic object detection routine utilizing a data set and being trained on metallic objects and to render the detected metallic objects with a metallic toner or ink;
an interface configured to display the rendered image to a user and present the user with a plurality of options including 1) print the document using the rendered image with metallic toner or ink, 2) edit the rendered image and then print according to the editing, and 3) reject the rendered image with metallic toner or ink and print the document with non-metallic toner or ink; and,
an output unit configured to print the document according to a selected option of the plurality of options.
2. The system as set forth in claim 1 wherein the metallic object detection routine is an artificial intelligence-based routine.
3. The system as set forth in claim 1 wherein the metallic object detection routine is configured to access the dataset from an external source.
4. The system as set forth in claim 1 wherein the interface is configured to display boundary boxes identifying detected metallic objects in the rendered image.
5. The system as set forth in claim 1 wherein the interface is configured to display a classification label for detected metallic objects in the rendered image.
6. The system as set forth in claim 1 wherein the interface is configured to display a confidence level for detected metallic objects in the rendered image.
7. The system as set forth in claim 1 wherein the dataset is updatable.
8. The system as set forth in claim 1 wherein the dataset is stored and maintained on the system.
9. A method for printing images of a document on a substrate, the method
comprising:
receiving an input document including images;
identifying metallic objects represented in the images of the document using a metallic object detection routine utilizing a data set and being trained on metallic objects;
rendering the detected metallic objects with a metallic toner or ink to obtain a rendered image with metallic toner or ink;
displaying the rendered image with metallic toner or ink to a user;
presenting the user with a plurality of options including 1) print the document using the rendered image with metallic toner or ink, 2) edit the rendered image and then print according to the editing, and 3) reject the rendered image with metallic toner or ink and print the document with non-metallic toner or ink; and,
printing the document according to a selected option of the plurality of options.
10. The method as set forth in claim 9 wherein the metallic object detection routine is an artificial intelligence-based routine.
11. The method as set forth in claim 9 wherein the metallic object detection routine is configured to access the dataset from an external source.
12. The method as set forth in claim 9 wherein the displaying of the rendered image includes displaying boundary boxes identifying detected metallic objects in the rendered image.
13. The method as set forth in claim 9 wherein the displaying of the rendered image includes displaying a classification label for detected metallic objects in the rendered image.
14. The method as set forth in claim 9 wherein the displaying of the rendered image includes displaying a confidence level for a detected metallic object in the rendered image.