公开(公告)号：US20230177250A1

公开(公告)日：2023-06-08

申请号：US17542844

申请日：2021-12-06

Applicant: salesforce.com, inc.

Inventor： Jessica Lundin ,  Sönke Rohde ,  Owen Winne Schoppe ,  Michael Sollami ,  David Woodward ,  Brian Lonsdorf ,  Alan Martin Ross

IPC: G06F40/103 ,  G06N5/04 ,  G06T11/60 ,  G06F40/247

CPC classification number: G06F40/103 ,  G06N5/04 ,  G06T11/60 ,  G06F40/247

Abstract: Systems, devices, and techniques are disclosed for visual text summary generation. An input text may be received. Keywords may be extracted from the input text. Representative keywords may be generated from the keywords. A graph representation of the representative keywords may be generated. Images associated with the representative keywords may be received. A visual-representation style may be selected based on the graph representation of the representative keywords. The mages associated with the representative keywords may be arranged according to the selected visual-representation style and the graph representation of the representative keywords.

公开(公告)号：US20230154082A1

公开(公告)日：2023-05-18

申请号：US17525916

申请日：2021-11-14

Applicant: salesforce.com, inc.

Inventor： Sönke Rohde ,  Brian Brechbuhl ,  Jessica Lundin ,  Douglas RG White ,  David Woodward ,  Chris Dalzell ,  Brian Lonsdorf ,  Alan Martin Ross ,  Owen Winne Schoppe ,  Michael Sollami

IPC: G06T11/60 ,  G06K9/20 ,  G06K9/32 ,  G06K9/62 ,  G06T7/11

CPC classification number: G06T11/60 ,  G06K9/2063 ,  G06K9/325 ,  G06K9/6256 ,  G06T7/11 ,  G06T2210/12 ,  G06T2207/20132

Abstract: Systems, devices, and techniques are disclosed for style-based dynamic content generation. A seed image, entity design data, entity style data, and text items may be received. Bounding boxes that identify areas of the seed image for the placement of the text items may be generated for the seed image. Variant images may be generated from the seed image, the entity design data, and the entity style data. The variant images may be generated by placing text items in the bounding boxes based on the entity design data and rendering text of the text items using the entity style data.

公开(公告)号：US11954463B2

公开(公告)日：2024-04-09

申请号：US17512444

申请日：2021-10-27

Applicant: salesforce.com, inc.

Inventor： Owen Winne Schoppe ,  Brian J. Lonsdorf ,  Alan Martin Ross ,  Sönke Rohde ,  David James Woodward ,  Jessica Lundin

IPC: G06F8/38 ,  G06F8/36 ,  G06F40/30 ,  G06N20/00

CPC classification number: G06F8/38 ,  G06F8/36 ,  G06F40/30 ,  G06N20/00

Abstract: Techniques are disclosed relating to determining a similarity of components of a current webpage to different UI components for use in automatically generating an updated webpage. A computer system may receive information specifying a current webpage, including a particular current UI component and information specifying a plurality of different UI components for an updated webpage. The computer system may identify one or more characteristics of the particular current UI component. The computer system may determine, based on the identified one or more characteristics, a similarity of ones of the plurality of different UI components to the particular current UI component. The computer system may select, based on the determining, a particular different UI component from the plurality of different UI components for use, in the updated webpage, for the particular current UI component. Such techniques may advantageously improve user experience by automatically providing up-to-date user interfaces.

公开(公告)号：US20230129240A1

公开(公告)日：2023-04-27

申请号：US17649045

申请日：2022-01-26

Applicant: salesforce.com, inc.

Inventor： Michael Sollami ,  Sönke Rohde ,  Alan Martin Ross ,  David James Woodward ,  Jessica Lundin ,  Owen Winne Schoppe ,  Brian J. Lonsdorf ,  Aashish Jain

IPC: G06F9/451 ,  G06F9/54 ,  G06N3/08 ,  G06N3/04

Abstract: Techniques are disclosed for automatically converting a layout image to a text-based representation. In the disclosed techniques, a server computer system receives a layout image that includes a plurality of portions representing a plurality of user interface (UI) elements included in a UI design. The server computer system transforms, via executed of a trained residual neural network (ResNet), the layout image to a text-based representation of the layout image that specifies coordinates of bounding regions of the plurality of UI elements included in the UI design, where the text-based representation is usable to generate program code executable to render the UI design. The disclosed techniques may advantageously automate one or more portions of a UI design process and, as a result save time and computing resources via the execution of an image to text-based conversion ResNet machine learning model.

公开(公告)号：US11537363B2

公开(公告)日：2022-12-27

申请号：US16778936

申请日：2020-01-31

Applicant: salesforce.com, inc.

Inventor： Owen Winne Schoppe ,  Brian J. Lonsdorf ,  Sönke Rohde ,  Alan Martin Ross ,  David James Woodward ,  Jessica Lundin

IPC: G06F8/10 ,  G06F3/0484 ,  G06F8/38 ,  G06F8/658 ,  G09B19/00 ,  G06F9/451

Abstract: Techniques are disclosed relating to generating a user interface (UI) migration plan, including intermediate UIs, for migrating from a current UI to a new UI. A computer system may receive information specifying a current UI and a new UI, and identify one or more differences between the current and the new UIs. Based on the differences, the computer system may generate information specifying one or more candidate intermediate UIs. The computer system may score the candidate intermediate UIs relative to a specified set of design criteria. The computer system may determine a UI migration plan that specifies a set of the one or more candidate intermediate UIs that are displayable in order to migrate from the current UI to the new UI, where the set of one or more intermediate UIs is selected based on the scoring. Use of the UI migration plan may advantageously reduce user interaction issues.

公开(公告)号：US11182135B2

公开(公告)日：2021-11-23

申请号：US16779177

申请日：2020-01-31

Applicant: salesforce.com, inc.

Inventor： Owen Winne Schoppe ,  Brian J. Lonsdorf ,  Alan Martin Ross ,  Sönke Rohde ,  David James Woodward ,  Jessica Lundin

IPC: G06F3/048 ,  G06F8/38 ,  G06F8/36 ,  G06F40/30 ,  G06N20/00

Abstract: Techniques are disclosed relating to determining a similarity of components of a current user interface (UI) to new UI components for use in automatically generating a new UI. A computer system may receive information specifying a current UI including a particular current UI component and information specifying a plurality of new UI components for a new UI. The computer system may then identify characteristics of the particular current UI component. Based on these identified characteristics, the computer system may score ones of the plurality of new UI components, where the scoring is performed to determine a similarity to the particular current UI component. The computer system may then select, based on the scores, a particular new UI component from the plurality of new UI components for use, in the new UI, for the particular current UI component. Such techniques may advantageously improve user experience by automatically providing up-to-date user interfaces.

公开(公告)号：US20210240318A1

公开(公告)日：2021-08-05

申请号：US16778936

申请日：2020-01-31

Applicant: salesforce.com, inc.

Inventor： Owen Winne Schoppe ,  Brian J. Lonsdorf ,  Sönke Rohde ,  Alan Martin Ross ,  David James Woodward ,  Jessica Lundin

IPC: G06F3/0484

Abstract: Techniques are disclosed relating to generating a user interface (UI) migration plan, including intermediate UIs, for migrating from a current UI to a new UI. A computer system may receive information specifying a current UI and a new UI, and identify one or more differences between the current and the new UIs. Based on the differences, the computer system may generate information specifying one or more candidate intermediate UIs. The computer system may score the candidate intermediate UIs relative to a specified set of design criteria. The computer system may determine a UI migration plan that specifies a set of the one or more candidate intermediate UIs that are displayable in order to migrate from the current UI to the new UI, where the set of one or more intermediate UIs is selected based on the scoring. Use of the UI migration plan may advantageously reduce user interaction issues.

公开(公告)号：US11657511B2

公开(公告)日：2023-05-23

申请号：US17162245

申请日：2021-01-29

Applicant: salesforce.com, inc.

Inventor： Alan Martin Ross ,  Jessica Lundin ,  Michael Reynolds Sollami ,  Brian J. Lonsdorf ,  David J. Woodward ,  Owen Winne Schoppe ,  Sonke Rohde

IPC: G06T7/00 ,  G06T7/11 ,  G06T5/00 ,  G06T7/194 ,  G06T7/13 ,  G06T5/20 ,  G06V20/40

CPC classification number: G06T7/11 ,  G06T5/002 ,  G06T5/20 ,  G06T7/13 ,  G06T7/194 ,  G06V20/46

Abstract: Disclosed herein are system, method and computer readable storage medium for detecting space suitable for overlaying media content onto an image. The system receives an image which may be an image or a video frame. The image is processed using a number of image processing techniques in order to automatically propose spaces for inserting media content onto the image. The proposed spaces may then be further analyzed using a heuristics-based approach to select bounding boxes for inserting media content. Subsequently, one or more media content items may be selected for insertion onto the bounding boxes on the image. The system may then cause a display of the image with the selected media content item overlaid onto the image within the selected bounding boxes.

公开(公告)号：US20230129431A1

公开(公告)日：2023-04-27

申请号：US17649016

申请日：2022-01-26

Applicant: salesforce.com, inc.

Inventor： Michael Sollami ,  Sönke Rohde ,  Alan Martin Ross ,  David James Woodward ,  Jessica Lundin ,  Owen Winne Schoppe ,  Brian J. Lonsdorf ,  Aashish Jain

IPC: G06F3/04845 ,  G06N3/04 ,  G06V10/771 ,  G06V10/762 ,  G06V10/82

Abstract: Techniques are disclosed for automatically generating new content using a trained 1-to-N generative adversarial network (GAN) model. In disclosed techniques, a computer system receives, from a computing device, a request for newly-generated content, where the request includes current content. The computer system automatically generates, using the trained 1-to-N GAN model, N different versions of new content, where a given version of new content is automatically generated based on the current content and one of N different style codes, where the value of N is at least two. After generating the N different versions of new content, the computer system transmits them to the computing device. The disclosed techniques may advantageously automate a content generation process, thereby saving time and computing resources via execution of the 1-to-N GAN machine learning model.

公开(公告)号：US20220245820A1

公开(公告)日：2022-08-04

申请号：US17162245

申请日：2021-01-29

Applicant: salesforce.com, inc.

Inventor： Alan Martin Ross ,  Jessica Lundin ,  Michael Reynolds Sollami ,  Brian J. Lonsdorf ,  David J. Woodward ,  Owen Winne Schoppe ,  Sonke Rohde

IPC: G06T7/11 ,  G06T5/00 ,  G06T5/20 ,  G06K9/00 ,  G06T7/13 ,  G06T7/194

Abstract: Disclosed herein are system, method and computer readable storage medium for detecting space suitable for overlaying media content onto an image. The system receives an image which may be an image or a video frame. The image is processed using a number of image processing techniques in order to automatically propose spaces for inserting media content onto the image. The proposed spaces may then be further analyzed using a heuristics-based approach to select bounding boxes for inserting media content. Subsequently, one or more media content items may be selected for insertion onto the bounding boxes on the image. The system may then cause a display of the image with the selected media content item overlaid onto the image within the selected bounding boxes.