Patents by Inventor Isaac Sukin
Isaac Sukin has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Publication number: 20240087104Abstract: One variation of a method for monitoring manufacture of assembly units includes: receiving selection of a target location hypothesized by a user to contain an origin of a defect in assembly units of an assembly type; accessing a feature map linking non-visual manufacturing features to physical locations within the assembly type; for each assembly unit, accessing an inspection image of the assembly unit recorded by an optical inspection station during production of the assembly unit, projecting the target location onto the inspection image, detecting visual features proximal the target location within the inspection image, and aggregating non-visual manufacturing features associated with locations proximal the target location and representing manufacturing inputs into the assembly unit based on the feature map; and calculating correlations between visual and non-visual manufacturing features associated with locations proximal the target location and the defect for the set of assembly units.Type: ApplicationFiled: August 3, 2023Publication date: March 14, 2024Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, Simon Kozlov, Tilmann Bruckhaus, Shilpi Kumar, Isaac Sukin, Ian Theilacker, Brendan Green
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Publication number: 20230368368Abstract: One variation of a method for predicting manufacturing defects includes: accessing a first set of inspection images of a first set of assembly units recorded by an optical inspection station over a first period of time; generating a first set of vectors representing features extracted from the first set of inspection images; grouping neighboring vectors in a multi-dimensional feature space into a set of vector groups; accessing a second inspection image of a second assembly recorded by the optical inspection station at a second time succeeding the first period of time; detecting a second set of features in the second inspection image; generating a second vector representing the second set of features in the multi-dimensional feature space; and, in response to the second vector deviating from the set of vector groups by more than a threshold difference, flagging the second assembly unit.Type: ApplicationFiled: May 15, 2023Publication date: November 16, 2023Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, Simon Kozlov, Ana Ulin, Mikhail Okunev, Isaac Sukin
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Patent number: 11763443Abstract: One variation of a method for monitoring manufacture of assembly units includes: receiving selection of a target location hypothesized by a user to contain an origin of a defect in assembly units of an assembly type; accessing a feature map linking non-visual manufacturing features to physical locations within the assembly type; for each assembly unit, accessing an inspection image of the assembly unit recorded by an optical inspection station during production of the assembly unit, projecting the target location onto the inspection image, detecting visual features proximal the target location within the inspection image, and aggregating non-visual manufacturing features associated with locations proximal the target location and representing manufacturing inputs into the assembly unit based on the feature map; and calculating correlations between visual and non-visual manufacturing features associated with locations proximal the target location and the defect for the set of assembly units.Type: GrantFiled: August 30, 2021Date of Patent: September 19, 2023Assignee: Instrumental, Inc.Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, Simon Kozlov, Tilmann Bruckhaus, Shilpi Kumar, Isaac Sukin, Ian Theilacker, Brendan Green
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Patent number: 11688056Abstract: One variation of a method for predicting manufacturing defects includes: accessing a first set of inspection images of a first set of assembly units recorded by an optical inspection station over a first period of time; generating a first set of vectors representing features extracted from the first set of inspection images; grouping neighboring vectors in a multi-dimensional feature space into a set of vector groups; accessing a second inspection image of a second assembly recorded by the optical inspection station at a second time succeeding the first period of time; detecting a second set of features in the second inspection image; generating a second vector representing the second set of features in the multi-dimensional feature space; and, in response to the second vector deviating from the set of vector groups by more than a threshold difference, flagging the second assembly unit.Type: GrantFiled: March 15, 2021Date of Patent: June 27, 2023Assignee: Instrumental, Inc.Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, Simon Kozlov, Ana Ulin, Mikhail Okunev, Isaac Sukin
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Publication number: 20230152785Abstract: A method includes accessing feature values representing a historical population of assembly units assembled on an assembly line; and accessing a failure status of the assembly unit at a target test on the assembly line. The method also includes, for each feature: deriving a correlation between values of the feature and failure status at the target test; deriving an effective limit of the feature based on scope of feature values in the historical population of assembly units; and calculating an action score for the feature based on the correlation and a width of the effective limit. The method further includes: selecting a particular feature exhibiting greatest action score; defining a preemptive test for the particular feature upstream of the target test during a next assembly period; and assigning a target limit, narrower than an effective limit of the particular feature, to the preemptive test.Type: ApplicationFiled: November 16, 2022Publication date: May 18, 2023Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, Rustem Feyzkhanov, Isaac Sukin, Jack Robbins, Juyong Do, Prerna Dhareshwar
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Publication number: 20220335589Abstract: One variation of a method for monitoring manufacture of assembly units includes: receiving selection of a target location hypothesized by a user to contain an origin of a defect in assembly units of an assembly type; accessing a feature map linking non-visual manufacturing features to physical locations within the assembly type; for each assembly unit, accessing an inspection image of the assembly unit recorded by an optical inspection station during production of the assembly unit, projecting the target location onto the inspection image, detecting visual features proximal the target location within the inspection image, and aggregating non-visual manufacturing features associated with locations proximal the target location and representing manufacturing inputs into the assembly unit based on the feature map; and calculating correlations between visual and non-visual manufacturing features associated with locations proximal the target location and the defect for the set of assembly units.Type: ApplicationFiled: June 30, 2022Publication date: October 20, 2022Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, Simon Kozlov, Tilmann Bruckhaus, Shilpi Kumar, Isaac Sukin, Ian Theilacker, Brendan Green
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Publication number: 20220020139Abstract: One variation of a method for automatically generating a common measurement across multiple assembly units includes: displaying a first image—recorded at an optical inspection station—within a user interface; receiving manual selection of a particular feature in a first assembly unit represented in the first image; receiving selection of a measurement type for the particular feature; extracting a first real dimension of the particular feature in the first assembly unit from the first image according to the measurement type; for each image in a set of images, identifying a feature—analogous to the particular feature—in an assembly unit represented in the image and extracting a real dimension of the feature in the assembly unit from the image according to the measurement type; and aggregating the first real dimension and a set of real dimensions extracted from the set of images into a digital container.Type: ApplicationFiled: September 30, 2021Publication date: January 20, 2022Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, John James Shedletsky, III, Isaac Sukin, Simon Kozlov
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Publication number: 20210390678Abstract: One variation of a method for monitoring manufacture of assembly units includes: receiving selection of a target location hypothesized by a user to contain an origin of a defect in assembly units of an assembly type; accessing a feature map linking non-visual manufacturing features to physical locations within the assembly type; for each assembly unit, accessing an inspection image of the assembly unit recorded by an optical inspection station during production of the assembly unit, projecting the target location onto the inspection image, detecting visual features proximal the target location within the inspection image, and aggregating non-visual manufacturing features associated with locations proximal the target location and representing manufacturing inputs into the assembly unit based on the feature map; and calculating correlations between visual and non-visual manufacturing features associated with locations proximal the target location and the defect for the set of assembly units.Type: ApplicationFiled: August 30, 2021Publication date: December 16, 2021Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, Simon Kozlov, Tilmann Bruckhaus, Shilpi Kumar, Isaac Sukin, Ian Theilacker, Brendan Green
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Patent number: 11164304Abstract: A method includes: displaying a first image of a first assembly unit within a user interface; locating a first virtual origin at a first feature on the first assembly unit; displaying a first subregion of the first image within the user interface responsive to a change in a view window of the first image; recording a geometry and a position of the first subregion relative to the first virtual origin; locating a second virtual origin at a second feature—analogous to the first feature—on a second assembly unit represented in the second image; projecting the geometry and the position of the first subregion onto the second image according to the second virtual origin to define a second subregion of the second image; and, in response to receipt of a command to advance from the first image to the second image, displaying the second subregion within the user interface.Type: GrantFiled: May 6, 2019Date of Patent: November 2, 2021Assignee: Instrumental, Inc.Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, John James Shedletsky, III, Isaac Sukin, Simon Kozlov
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Patent number: 11132787Abstract: One variation of a method for monitoring manufacture of assembly units includes: receiving selection of a target location hypothesized by a user to contain an origin of a defect in assembly units of an assembly type; accessing a feature map linking non-visual manufacturing features to physical locations within the assembly type; for each assembly unit, accessing an inspection image of the assembly unit recorded by an optical inspection station during production of the assembly unit, projecting the target location onto the inspection image, detecting visual features proximal the target location within the inspection image, and aggregating non-visual manufacturing features associated with locations proximal the target location and representing manufacturing inputs into the assembly unit based on the feature map; and calculating correlations between visual and non-visual manufacturing features associated with locations proximal the target location and the defect for the set of assembly units.Type: GrantFiled: July 9, 2019Date of Patent: September 28, 2021Assignee: Instrumental, Inc.Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, Simon Kozlov, Tilmann Bruckhaus, Shilpi Kumar, Isaac Sukin, Ian Theilacker, Brendan Green
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Publication number: 20210201462Abstract: One variation of a method for predicting manufacturing defects includes: accessing a first set of inspection images of a first set of assembly units recorded by an optical inspection station over a first period of time; generating a first set of vectors representing features extracted from the first set of inspection images; grouping neighboring vectors in a multi-dimensional feature space into a set of vector groups; accessing a second inspection image of a second assembly recorded by the optical inspection station at a second time succeeding the first period of time; detecting a second set of features in the second inspection image; generating a second vector representing the second set of features in the multi-dimensional feature space; and, in response to the second vector deviating from the set of vector groups by more than a threshold difference, flagging the second assembly unit.Type: ApplicationFiled: March 15, 2021Publication date: July 1, 2021Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, Simon Kozlov, Ana Ulin, Mikhail Okunev, Isaac Sukin
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Patent number: 10984526Abstract: One variation of a method for predicting manufacturing defects includes: accessing a first set of inspection images of a first set of assembly units recorded by an optical inspection station over a first period of time; generating a first set of vectors representing features extracted from the first set of inspection images; grouping neighboring vectors in a multi-dimensional feature space into a set of vector groups; accessing a second inspection image of a second assembly recorded by the optical inspection station at a second time succeeding the first period of time; detecting a second set of features in the second inspection image; generating a second vector representing the second set of features in the multi-dimensional feature space; and, in response to the second vector deviating from the set of vector groups by more than a threshold difference, flagging the second assembly unit.Type: GrantFiled: June 9, 2020Date of Patent: April 20, 2021Assignee: Instrumental, Inc.Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, Simon Kozlov, Ana Ulin, Mikhail Okunev, Isaac Sukin
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Publication number: 20200334802Abstract: One variation of a method for predicting manufacturing defects includes: accessing a first set of inspection images of a first set of assembly units recorded by an optical inspection station over a first period of time; generating a first set of vectors representing features extracted from the first set of inspection images; grouping neighboring vectors in a multi-dimensional feature space into a set of vector groups; accessing a second inspection image of a second assembly recorded by the optical inspection station at a second time succeeding the first period of time; detecting a second set of features in the second inspection image; generating a second vector representing the second set of features in the multi-dimensional feature space; and, in response to the second vector deviating from the set of vector groups by more than a threshold difference, flagging the second assembly unit.Type: ApplicationFiled: June 9, 2020Publication date: October 22, 2020Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, Simon Kozlov, Ana Ulin, Mikhail Okunev, Isaac Sukin
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Patent number: 10789701Abstract: One variation of a method for predicting manufacturing defects includes: accessing a set of inspection images of a set of assembly units recorded by an optical inspection station; for each inspection image in the set of inspection images, detecting a set of features in the inspection image and generating a vector representing the set of features in a multi-dimensional feature space; grouping neighboring vectors in the multi-dimensional feature space into a set of vector groups; and, in response to receipt of a first inspection result indicting a defect in a first assembly unit, in the set of assembly units, associated with a first vector in a first vector group, in the set of vector groups, labeling the first vector group with the defect and flagging a second assembly unit associated with a second vector, in the first vector group, as exhibiting characteristics of the defect.Type: GrantFiled: April 13, 2018Date of Patent: September 29, 2020Assignee: Instrumental, Inc.Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, Simon Kozlov, Ana Ulin, Mikhail Okunev, Isaac Sukin
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Patent number: 10713776Abstract: One variation of a method for predicting manufacturing defects includes: accessing a first set of inspection images of a first set of assembly units recorded by an optical inspection station over a first period of time; generating a first set of vectors representing features extracted from the first set of inspection images; grouping neighboring vectors in a multi-dimensional feature space into a set of vector groups; accessing a second inspection image of a second assembly recorded by the optical inspection station at a second time succeeding the first period of time; detecting a second set of features in the second inspection image; generating a second vector representing the second set of features in the multi-dimensional feature space; and, in response to the second vector deviating from the set of vector groups by more than a threshold difference, flagging the second assembly unit.Type: GrantFiled: April 13, 2018Date of Patent: July 14, 2020Assignee: Instrumental, Inc.Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, Simon Kozlov, Ana Ulin, Mikhail Okunev, Isaac Sukin
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Publication number: 20200013156Abstract: One variation of a method for monitoring manufacture of assembly units includes: receiving selection of a target location hypothesized by a user to contain an origin of a defect in assembly units of an assembly type; accessing a feature map linking non-visual manufacturing features to physical locations within the assembly type; for each assembly unit, accessing an inspection image of the assembly unit recorded by an optical inspection station during production of the assembly unit, projecting the target location onto the inspection image, detecting visual features proximal the target location within the inspection image, and aggregating non-visual manufacturing features associated with locations proximal the target location and representing manufacturing inputs into the assembly unit based on the feature map; and calculating correlations between visual and non-visual manufacturing features associated with locations proximal the target location and the defect for the set of assembly units.Type: ApplicationFiled: July 9, 2019Publication date: January 9, 2020Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, Simon Kozlov, Tilmann Bruckhaus, Shilpi Kumar, Isaac Sukin, Ian Theilacker, Brendan Green
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Publication number: 20190259141Abstract: A method includes: displaying a first image of a first assembly unit within a user interface; locating a first virtual origin at a first feature on the first assembly unit; displaying a first subregion of the first image within the user interface responsive to a change in a view window of the first image; recording a geometry and a position of the first subregion relative to the first virtual origin; locating a second virtual origin at a second feature—analogous to the first feature—on a second assembly unit represented in the second image; projecting the geometry and the position of the first subregion onto the second image according to the second virtual origin to define a second subregion of the second image; and, in response to receipt of a command to advance from the first image to the second image, displaying the second subregion within the user interface.Type: ApplicationFiled: May 6, 2019Publication date: August 22, 2019Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, John James Shedletsky, III, Isaac Sukin, Simon Kozlov
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Patent number: 10325363Abstract: A method includes: displaying a first image of a first assembly unit within a user interface; locating a first virtual origin at a first feature on the first assembly unit; displaying a first subregion of the first image within the user interface responsive to a change in a view window of the first image; recording a geometry and a position of the first subregion relative to the first virtual origin; locating a second virtual origin at a second feature—analogous to the first feature—on a second assembly unit represented in the second image; projecting the geometry and the position of the first subregion onto the second image according to the second virtual origin to define a second subregion of the second image; and, in response to receipt of a command to advance from the first image to the second image, displaying the second subregion within the user interface.Type: GrantFiled: January 16, 2017Date of Patent: June 18, 2019Assignee: Instrumental, Inc.Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, John James Shedletsky, III, Isaac Sukin, Simon Kozlov
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Publication number: 20190114756Abstract: One variation of a method for predicting manufacturing defects includes: accessing a first set of inspection images of a first set of assembly units recorded by an optical inspection station over a first period of time; generating a first set of vectors representing features extracted from the first set of inspection images; grouping neighboring vectors in a multi-dimensional feature space into a set of vector groups; accessing a second inspection image of a second assembly recorded by the optical inspection station at a second time succeeding the first period of time; detecting a second set of features in the second inspection image; generating a second vector representing the second set of features in the multi-dimensional feature space; and, in response to the second vector deviating from the set of vector groups by more than a threshold difference, flagging the second assembly unit.Type: ApplicationFiled: April 13, 2018Publication date: April 18, 2019Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, Simon Kozlov, Ana Ulin, Mikhail Okunev, Isaac Sukin
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Patent number: 10198808Abstract: One variation of a method for automatically generating a common measurement across multiple assembly units includes: displaying a first image—recorded at an optical inspection station—within a user interface; receiving manual selection of a particular feature in a first assembly unit represented in the first image; receiving selection of a measurement type for the particular feature; extracting a first real dimension of the particular feature in the first assembly unit from the first image according to the measurement type; for each image in a set of images, identifying a feature—analogous to the particular feature—in an assembly unit represented in the image and extracting a real dimension of the feature in the assembly unit from the image according to the measurement type; and aggregating the first real dimension and a set of real dimensions extracted from the set of images into a digital container.Type: GrantFiled: January 16, 2017Date of Patent: February 5, 2019Assignee: Instrumental, Inc.Inventors: Samuel Bruce Weiss, Anna-Katrina Shedletsky, John James Shedletsky, III, Isaac Sukin, Simon Kozlov