Automatic identification and presentation of edges, shapes and unique objects in an image used for a machine vision job setup
Systems and methods for automatic identification and presentation of edges, shapes and unique objects in an image used for machine vision job setup are disclosed herein. An example method includes receiving, by one or more processors, an image file. The method further includes automatically determining, by the one or more processors, an item of interest within the image file. The method further includes analyzing, by the one or more processors, the item of interest to determine an appropriate tool for processing the item of interest. The method further includes displaying, by the one or more processors, on a display screen: (i) an image corresponding to the image file, (ii) an indication of the item of interest, and (iii) an indication of the appropriate tool.
1. A method for facilitating creation of an image analysis job, the method comprising:
receiving, by one or more processors, an image file;
automatically determining, by the one or more processors, an item of interest within the image file;
analyzing, by the one or more processors, the item of interest to determine an appropriate tool for processing the item of interest; and
displaying, by the one or more processors, on a display screen: (i) an image corresponding to the image file, (ii) an indication of the item of interest, and (iii) an indication of the appropriate tool.
2. The method of claim 1 , wherein the indication of the item of interest comprises a box encompassing the item of interest.
3. The method of claim 1 , wherein:
the displaying of the indication of the item of interest comprises displaying, in a first color, a line or series of lines around the item of interest; and
the method further comprises:
determining that the item of interest can no longer be found within the line or series of lines; and
in response to the determination that the item of interest can no longer be found within the line or series of lines, changing the first color to a second color, wherein the first color is different than the second color.
4. The method of claim 1 , wherein the appropriate tool comprises a barcode scanning tool, a pattern matching tool, an edge detection tool, or a measurement tool.
5. The method of claim 1 , wherein the item of interest comprises a physical object.
6. The method of claim 1 , wherein the item of interest comprises a barcode or quick response (QR) code.
7. The method of claim 1 , further comprising:
determining, by the one or more processors, that the item of interest comprises a barcode; and
in response to the determination that the item of interest comprises a barcode, determining, by the one or more processors, that the appropriate tool corresponds to a barcode scanning tool.
8. The method of claim 1 , further comprising:
determining, by the one or more processors, that the item of interest does not comprise a barcode; and
in response to the determination that the item of interest does not comprise a barcode, determining, by the one or more processors, that the appropriate tool corresponds to a pattern matching tool or an edge detection tool.
9. The method of claim 1 , further comprising:
determining, by the one or more processors, that the item of interest comprises a physical object; and
in response to the determination that the item of interest comprises a physical object, determining, by the one or more processors, that the appropriate tool corresponds to a measurement tool.
10. The method of claim 1 , wherein the one or more processors receive the image from a camera.
11. The method of claim 1 , wherein the one or more processors receive the image from a database.
12. The method of claim 1 , wherein the automatically determining the item of interest within the image file occurs by analyzing the image file using pixel analysis.
13. The method of claim 1 , wherein:
the automatically determining the item of interest occurs by performing edge detection on the image file;
the edge detection indicates that the item of interest comprises a two-dimensional object; and
in response to the indication that the item of interest comprises a two-dimensional object, the one or more processors determine that the appropriate tool corresponds to an edge detection tool.
14. The method of claim 1 , wherein:
the automatically determining the item of interest occurs by performing edge detection on the image file;
the edge detection indicates that the item of interest comprises a three-dimensional object; and
in response to the indication that the item of interest comprises a three-dimensional object, the one or more processors determine that the appropriate tool corresponds to a pattern matching tool.
15. A computer system for facilitating creation of an image analysis job, the computer system comprising:
one or more processors; and
a non-transitory program memory communicatively coupled to the one or more processors and storing executable instructions that, when executed by the one or more processors, cause the computer system to:
receive an image file;
automatically determine an item of interest within the image file;
analyze the item of interest to determine an appropriate tool for processing the item of interest; and
display, on a display screen: (i) an image corresponding to the image file, (ii) an indication of the item of interest, and (iii) an indication of the appropriate tool.
16. The computer system of claim 15 , wherein:
the instructions cause the computer system to display the indication of the item of interest by displaying, in a first color, a line or series of lines around the item of interest; and
the instructions further cause the computer system to:
determine that the item of interest can no longer be found within the line or series of lines; and
in response to the determination that the item of interest can no longer be found within the line or series of lines, change the first color to a second color, wherein the first color is different than the second color.
17. The computer system of claim 15 , wherein the appropriate tool comprises a barcode scanning tool, a pattern matching tool, an edge detection tool, or a measurement tool.
18. A tangible, non-transitory computer-readable medium storing executable instructions for creating a machine vision job that, when executed by at least one processor of a computer system, cause the computer system to:
receive an image file;
automatically determine an item of interest within the image file;
analyze the item of interest to determine an appropriate tool for processing the item of interest; and
display, on a display screen: (i) an image corresponding to the image file, (ii) an indication of the item of interest, and (iii) an indication of the appropriate tool.
19. The tangible, non-transitory computer-readable medium of claim 18 , wherein:
the instructions cause the computer system to display the indication of the item of interest by displaying, in a first color, a line or series of lines around the item of interest; and
the instructions further cause the computer system to:
determine that the item of interest can no longer be found within the line or series of lines; and
in response to the determination that the item of interest can no longer be found within the line or series of lines, change the first color to a second color, wherein the first color is different than the second color.
20. The tangible, non-transitory computer-readable medium of claim 18 , wherein the appropriate tool comprises a barcode scanning tool, a pattern matching tool, an edge detection tool, or a measurement tool.