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Patent Agency Ranking
公开(公告)号：US11379189B1
公开(公告)日：2022-07-05
申请号：US17354439
申请日：2021-06-22
Applicant: salesforce.com, inc.
Inventor： Owen Winne Schoppe , Sönke Rohde , Brian J. Lonsdorf , Jessica Lundin , David J. Woodward , Alan Martin Ross , Michael Sollami
Abstract: Techniques are disclosed relating to automatically synthesizing user interface (UI) component instances. In disclosed techniques a computer system receives a set of existing UI elements and a set of design rules for the set of existing elements, where design rules in the set of design rules indicate one or more allowed states for respective UI elements in the set of existing UI elements. The one or more allowed states may correspond to one or more visual characteristics. Using the set of existing UI elements, the computer system may then automatically generate a plurality of UI component instances based on the set of design rules, where a respective UI component instance includes a first UI element in a first allowed state. The computer system may then train, using the plurality of UI component instances, a machine learning model operable to automatically generate UI designs.
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公开(公告)号：US11250572B2
公开(公告)日：2022-02-15
申请号：US16658206
申请日：2019-10-21
Applicant: salesforce.com, inc.
Inventor： Michael Sollami , Amir Hossein Raffiee
Abstract: Systems and methods are provided for determining a first semantic segmentation image of a first image, wherein the first image includes at least a portion of a person wearing a first fashion item. A plurality of keypoints of the person's body may be determined in the first image. Using the determined first semantic segmentation image, the determined keypoints, and a second image that includes a second fashion item, a second semantic segmentation image of the person in the first image with the second fashion item of the second image may be generated. The first image may be masked to occlude pixels of the first fashion item that is to be replaced with the second fashion item. Using the masked first image, the second semantic segmentation image, and the second image that includes the second fashion item, a third image may be generated that includes the person with the second fashion item.
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公开(公告)号：US11074044B1
公开(公告)日：2021-07-27
申请号：US17147053
申请日：2021-01-12
Applicant: salesforce.com, inc.
Inventor： Owen Winne Schoppe , Sönke Rohde , Brian J. Lonsdorf , Jessica Lundin , David J. Woodward , Alan Martin Ross , Michael Sollami
Abstract: Techniques are disclosed relating to automatically synthesizing user interface (UI) component instances. In disclosed techniques a computer system receives a set of existing UI elements and a set of design rules for the set of existing elements, where design rules in the set of design rules indicate one or more allowed states for respective UI elements in the set of existing UI elements. The one or more allowed states may correspond to one or more visual characteristics. Using the set of existing UI elements, the computer system may then automatically generate a plurality of UI component instances based on the set of design rules, where a respective UI component instance includes a first UI element in a first allowed state. The computer system may then train, using the plurality of UI component instances, a machine learning model operable to automatically generate UI designs.
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公开(公告)号：US20210118149A1
公开(公告)日：2021-04-22
申请号：US16658206
申请日：2019-10-21
Applicant: salesforce.com, inc.
Inventor： Michael Sollami , Amir Hossein Raffiee
Abstract: Systems and methods are provided for determining a first semantic segmentation image of a first image, wherein the first image includes at least a portion of a person wearing a first fashion item. A plurality of keypoints of the person's body may be determined in the first image. Using the determined first semantic segmentation image, the determined keypoints, and a second image that includes a second fashion item, a second semantic segmentation image of the person in the first image with the second fashion item of the second image may be generated. The first image may be masked to occlude pixels of the first fashion item that is to be replaced with the second fashion item. Using the masked first image, the second semantic segmentation image, and the second image that includes the second fashion item, a third image may be generated that includes the person with the second fashion item.
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公开(公告)号：US20210118024A1
公开(公告)日：2021-04-22
申请号：US16658315
申请日：2019-10-21
Applicant: salesforce.com, inc.
Inventor： Michael Sollami , Yang Zhang
Abstract: Systems, device and techniques are disclosed for multi-label product categorization. A catalog entry and a list of categories may be received. The catalog entry may be associated with an item. A textual description may be generated by comparing words in the catalog entry to existing vocabularies of words and applying part-of-speech tagging to the catalog entry. A feature vector may be generated from the textual description by applying any of token frequency feature creation, term frequency-inverse document frequency feature creation, and pre-trained word embeddings to the textual description. A set of probabilities may be determined by inputting the feature vector into a machine learning model. The set of probabilities may include a probability for each category in the list of categories.
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