System and method for set up of production line inspection
An automatic inspection process for detecting visible defects on a manufactured item, the process including a set up mode in which images of same-type defect free items, but not images of same-type defected items, are obtained, and an inspection mode in which images of both same-type defect free items and same-type defected items, are obtained and defects are detected, where images of the same-type defect free items are analyzed and based on the analysis the process switches to the inspection mode.
1. An inspection line system comprising;
a processor in communication with a user interface and a camera wherein the processor is configured to:
determine from an image of an inspected item on an inspection line, during an inspection stage, whether the inspected item has a defect or is defect free
analyze images of defect free items of a same type as the inspected item; and
generate a signal to provide instruction to a user, via the user interface, prior to the inspection stage, an indication that the type of the inspected item cannot be inspected to avoid user frustration when, based on the analysis, a predetermined amount of information about the type of inspected item cannot be obtained; and wherein the analysis comprises comparing the images of the defect free items captured by the camera with each other to collect information about the type of inspected item.
2. The system of claim 1 , wherein the determination whether a predetermined amount of information about the type of inspected item cannot be obtained comprises determining whether optimal focus cannot be established.
3. The system of claim 1 , wherein the determination whether a predetermined amount of information about the type of inspected item cannot be obtained comprises determining whether alignment between the images of defect free items cannot be accomplished.
4. The system of claim 1 , wherein the determination whether a predetermined amount of information about the type of inspected item cannot be obtained comprises determining whether at least part of the defect free item is in saturation.
5. The system of claim 1 , wherein the determination whether a predetermined amount of information about the type of inspected item cannot be obtained comprises determining whether an exterior boundary of the defect free item is not identifiable.
6. The system of claim 1 , wherein the determination whether a predetermined amount of information about the type of inspected item cannot be obtained comprises determining whether defect detection algorithms executed by the system cannot converge to provide a defect free detection on a defect free image.
7. A method for inspection of an item, the method comprising:
analyzing, by a processor, images of same type items on an inspection line by comparing to each other images of the same type items captured by a camera to collect information about the same type items prior to an inspection stage of the same type items; determining, via the processor, based on the analysis, whether a predetermined amount of information about the same type item cannot be obtained; and generating a signal to provide an indication that the same type item cannot be inspected based on the determination, the indication being provided to a user, via a user interface, prior to the inspection stage to avoid user frustration.
8. The method of claim 7 , wherein the determination whether a predetermined amount of information about the same type item cannot be obtained comprises determining whether optimal focus cannot be established.
9. The method of claim 7 , wherein the determination whether a predetermined amount of information about the same type item cannot be obtained comprises—determining whether alignment between the images of the same type item cannot be accomplished.
10. The method of claim 7 , wherein the determination whether a predetermined amount of information about the same type item cannot be obtained comprises—determining whether at least part of the same type item is in saturation.
11. The method of claim 7 , wherein the determination whether a predetermined amount of information about the same type item cannot be obtained comprises—determining whether an exterior boundary of the same type item is not identifiable.
12. The method of claim 7 , wherein the images of same type items comprise images of defect free same type items.
13. The method of claim 12 wherein the determination whether a predetermined amount of information about the same type item cannot be obtained comprises determining whether a defect free detection determination cannot be obtained.