System and method for automated visual inspection
A method and system for automated visual inspection, include receiving, from a camera imaging an inspection line, an image of the inspection line. The image includes an item on the inspection line personal or confidential image data. A processor produces from the image of the inspection line a reduced image, which does not include the personal or confidential image data, and inputs the reduced image to an inspection process.
1. A method for an automated visual inspection process that comprises a set up stage prior to an inspection stage, the method comprising:
using a processor to:
receive an image of an item on an inspection line in the setup stage,
collect representing information of the item from the image,
detect a same-type item on the inspection line in a new image, based on the representing information,
produce from the new image a reduced image in which image data outside the same-type item is eradicated, and
input the reduced image to the inspection process, at the inspection stage.
2. The method of claim 1 comprising creating an outline of the same-type item in the new image and eradicating the image data outside the outline.
3. The method of claim 2 comprising detecting the same-type item in the new image using computer vision techniques and creating the outline based on the detection of the same-type item.
4. The method of claim 2 wherein the outline of the same-type item includes the same-type item and a predetermined periphery of the same-type item.
5. The method of claim 2 wherein the outline of the same-type item includes only a portion of the same-type item.
6. The method of claim 2 wherein the outline of the same-type item is input by a user.
7. The method of claim 1 comprising applying a machine learning process to the reduced image to detect a defect on the same-type item in the inspection process.
8. The method of claim 1 wherein using the processor to input the reduced image to the inspection process comprises displaying the reduced image.
9. The method of claim 1 wherein using the processor to input the reduced image to the inspection process comprises storing the reduced image and using the stored reduced image in the inspection process.
10. The method of claim 1 wherein using the processor to input the reduced image to the inspection process comprises storing the reduced image and using the stored reduced image in a post-inspection process.
11. The method of claim 1 wherein the set up stage comprises one of: using the image of the inspection line to determine allowed locations of the item in the image, using the image of the inspection line to determine features of the item from the image and using the image of the inspection line to determine imaging parameters.
12. The method of claim 1 wherein the reduced image comprises information about the same-type item but no image data.
13. The method of claim 12 wherein the information about the same-type item comprises an indication of status of detection of the same-type item in the new image.
14. The method of claim 12 wherein the information about the same-type item comprises an indication of status of detection of a defect on the same-type item.