公开(公告)号：US11508050B2

公开(公告)日：2022-11-22

申请号：US16721501

申请日：2019-12-19

Applicant: PACKSIZE LLC

Inventor： Carlo Dal Mutto ,  Francesco Peruch ,  Alexander Ou ,  Robert Hayes

IPC: G06T7/00 ,  G06T7/50 ,  G06T7/90 ,  G06K9/62 ,  G06N3/04 ,  G06V30/148 ,  G06V30/10

Abstract: A method for performing automatic visual inspection includes: capturing visual information of an object using a scanning system including a plurality of cameras; extracting, by a computing system including a processor and memory, one or more feature maps from the visual information using one or more feature extractors; classifying, by the computing system, the object by supplying the one or more feature maps to a complex classifier to compute a classification of the object, the complex classifier including: a plurality of simple classifiers, each simple classifier of the plurality of simple classifiers being configured to compute outputs representing a characteristic of the object; and one or more logical operators configured to combine the outputs of the simple classifiers to compute the classification of the object; and outputting, by the computing system, the classification of the object as a result of the automatic visual inspection.

公开(公告)号：US11868863B2

公开(公告)日：2024-01-09

申请号：US17965428

申请日：2022-10-13

Applicant: PACKSIZE LLC

Inventor： Carlo Dal Mutto ,  Francesco Peruch ,  Alexander Ou ,  Robert Hayes

IPC: G06N20/10 ,  G06T7/50 ,  G06T7/90 ,  G06N3/04 ,  G06T7/00 ,  G06V30/148 ,  G06F18/2411 ,  G06V10/764 ,  G06V10/82 ,  G06V20/80

CPC classification number: G06N20/10 ,  G06F18/2411 ,  G06N3/04 ,  G06T7/0002 ,  G06T7/50 ,  G06T7/90 ,  G06V10/765 ,  G06V10/82 ,  G06V20/80 ,  G06V30/153

Abstract: A method for performing automatic visual inspection includes: capturing visual information of an object using a scanning system including a plurality of cameras; extracting, by a computing system including a processor and memory, one or more feature maps from the visual information using one or more feature extractors; classifying, by the computing system, the object by supplying the one or more feature maps to a complex classifier to compute a classification of the object, the complex classifier including: a plurality of simple classifiers, each simple classifier of the plurality of simple classifiers being configured to compute outputs representing a characteristic of the object; and one or more logical operators configured to combine the outputs of the simple classifiers to compute the classification of the object; and outputting, by the computing system, the classification of the object as a result of the automatic visual inspection.

公开(公告)号：US20230177400A1

公开(公告)日：2023-06-08

申请号：US17965428

申请日：2022-10-13

Applicant: PACKSIZE LLC

Inventor： Carlo Dal Mutto ,  Francesco Peruch ,  Alexander Ou ,  Robert Hayes

IPC: G06N20/10 ,  G06T7/50 ,  G06T7/90 ,  G06N3/04 ,  G06T7/00 ,  G06V30/148 ,  G06F18/2411 ,  G06V10/764 ,  G06V10/82 ,  G06V20/80

CPC classification number: G06N20/10 ,  G06T7/50 ,  G06T7/90 ,  G06N3/04 ,  G06T7/0002 ,  G06V30/153 ,  G06F18/2411 ,  G06V10/765 ,  G06V10/82 ,  G06V20/80

Abstract: A method for performing automatic visual inspection includes: capturing visual information of an object using a scanning system including a plurality of cameras; extracting, by a computing system including a processor and memory, one or more feature maps from the visual information using one or more feature extractors; classifying, by the computing system, the object by supplying the one or more feature maps to a complex classifier to compute a classification of the object, the complex classifier including: a plurality of simple classifiers, each simple classifier of the plurality of simple classifiers being configured to compute outputs representing a characteristic of the object; and one or more logical operators configured to combine the outputs of the simple classifiers to compute the classification of the object; and outputting, by the computing system, the classification of the object as a result of the automatic visual inspection.