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公开(公告)号：US20220114394A1
公开(公告)日：2022-04-14
申请号：US17558416
申请日：2021-12-21
Applicant: salesforce.com, inc.
Inventor： Joy Mustafi , Lakshya Kumar , Rajdeep Dua , Machiraju Pakasasana Rama Rao
Abstract: Machine learning based models recognize objects in images. Specific features of the object are extracted from the image using machine learning based models. The specific features extracted from the image assist deep learning based models in identifying subtypes of a type of object. The system recognizes the objects and collections of objects and determines whether the arrangement of objects violates any predetermined policies. For example, a policy may specify relative positions of different types of objects, height above ground at which certain types of objects are placed, or an expected number of certain types of objects in a collection.
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公开(公告)号：US11210562B2
公开(公告)日：2021-12-28
申请号：US16751078
申请日：2020-01-23
Applicant: salesforce.com, inc.
Inventor： Joy Mustafi , Lakshya Kumar , Rajdeep Dua , Machiraju Pakasasana Rama Rao
Abstract: Machine learning based models recognize objects in images. Specific features of the object are extracted from the image using machine learning based models. The specific features extracted from the image assist deep learning based models in identifying subtypes of a type of object. The system recognizes the objects and collections of objects and determines whether the arrangement of objects violates any predetermined policies. For example, a policy may specify relative positions of different types of objects, height above ground at which certain types of objects are placed, or an expected number of certain types of objects in a collection.
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公开(公告)号：US11715290B2
公开(公告)日：2023-08-01
申请号：US17558416
申请日：2021-12-21
Applicant: salesforce.com, inc.
Inventor： Joy Mustafi , Lakshya Kumar , Rajdeep Dua , Machiraju Pakasasana Rama Rao
IPC: G06V10/82 , G06V20/30 , G06F18/214 , G06F18/21 , G06F18/24 , G06V30/18 , G06V30/19 , G06V10/80 , G06V30/10
CPC classification number: G06V10/82 , G06F18/217 , G06F18/2148 , G06F18/24765 , G06V10/806 , G06V20/30 , G06V30/18057 , G06V30/19173 , G06V30/10 , G06V2201/09
Abstract: Machine learning based models recognize objects in images. Specific features of the object are extracted from the image using machine learning based models. The specific features extracted from the image assist deep learning based models in identifying subtypes of a type of object. The system recognizes the objects and collections of objects and determines whether the arrangement of objects violates any predetermined policies. For example, a policy may specify relative positions of different types of objects, height above ground at which certain types of objects are placed, or an expected number of certain types of objects in a collection.
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公开(公告)号：US20210150273A1
公开(公告)日：2021-05-20
申请号：US16751078
申请日：2020-01-23
Applicant: salesforce.com, inc.
Inventor： Joy Mustafi , Lakshya Kumar , Rajdeep Dua , Machiraju Pakasasana Rama Rao
Abstract: Machine learning based models recognize objects in images. Specific features of the object are extracted from the image using machine learning based models. The specific features extracted from the image assist deep learning based models in identifying subtypes of a type of object. The system recognizes the objects and collections of objects and determines whether the arrangement of objects violates any predetermined policies. For example, a policy may specify relative positions of different types of objects, height above ground at which certain types of objects are placed, or an expected number of certain types of objects in a collection.
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