公开(公告)号：US10963939B1

公开(公告)日：2021-03-30

申请号：US16113645

申请日：2018-08-27

Applicant: A9.com, Inc.

Inventor： Andrea Joyce Diane Zehr ,  Aishwarya Natesh ,  Sharmila Nagaraja Reddy ,  Pinkee Rasik Patel Gupta ,  Whitney Chan ,  Son D. Tran ,  Deborah S. Hoo ,  Smita Malaviya

IPC: G06Q30/00 ,  G06Q30/06 ,  G06Q50/00 ,  G06K9/62

Abstract: Various embodiments provide techniques for generating a style profile in which items are recognized in image data, analyzed for their attributes, and categorized based on those attributes. In various embodiments, computer vision techniques can be used to analyze the image data and subsequent image data to update the generated style profiles. The style profiles may be associated with a person, event, or the like and provide users with items having similar characteristics or attributes, which may be available for purchase in an electronic marketplace. The style profiles may be updated by analyzing user interaction with the provided items and by receiving additional image data. Additionally, recommendations may be provided based on search queries that identify certain events or style profiles.

公开(公告)号：US20190295151A1

公开(公告)日：2019-09-26

申请号：US15926510

申请日：2018-03-20

Applicant: A9.com, Inc.

Inventor： Shabnam Ghadar ,  Shruthi R. Bathina ,  Sharmila Nagaraja Reddy ,  Natasha Duggal ,  Aishwarya Natesh ,  Andrea Zehr ,  Pinkee Rasik Patel Gupta

IPC: G06Q30/06 ,  G06F17/30 ,  G06T19/00

Abstract: Various embodiments provide for recommending products from an electronic catalog that are aesthetically compatible with an existing item in a physical space based on a live camera view of the space, and rendering augmented reality views of the recommended products into the live camera view. Specifically, an image of the existing item is used to search a database of images of designed spaces that includes a corresponding object visually similar to the existing item. The image of the designed space may also include other items that are visually compatible with the corresponding object and therefore visually compatible with the existing item. Thus, the images of the other items are used to search an electronic catalog for available items that are visually similar to the other items and therefore would be visually compatible with the existing item.

公开(公告)号：US11055759B1

公开(公告)日：2021-07-06

申请号：US15696011

申请日：2017-09-05

Applicant: A9.com, Inc.

Inventor： Aishwarya Natesh ,  Pinkee Rasik Patel Gupta ,  Andrea Zehr ,  Sharmila Nagaraja Reddy ,  Shruthi R. Bathina ,  Daniya Zamalieva

IPC: G06Q30/06 ,  G06Q30/00 ,  G06T7/90 ,  G06F16/583 ,  G06F16/9535

Abstract: A color selection image matching system can receive, from a computing device, image data captured by a camera in the user device, where the image data includes one or more colors. The computing device can extrapolate a subset of the colors and receive an indication of a target color to initiate a product search based on the target color. The subset of colors may be determined based on other image data, and selectable color elements may be generated for the subset of colors. In some embodiments, the system may generate a palette of colors visually similar to the target color. The target color and/or palette of colors can be cross-referenced with products colors, based on standardized or quantitative color descriptors, to determine relevant product search results matching the target color, which may be displayed on the user device.

公开(公告)号：US11037222B1

公开(公告)日：2021-06-15

申请号：US16113565

申请日：2018-08-27

Applicant: A9.com, Inc.

Inventor： Aishwarya Natesh ,  Pinkee Rasik Patel Gupta ,  Andrea Joyce Diane Zehr ,  Sharmila Nagaraja Reddy ,  Whitney Chan ,  Deborah S. Hoo

IPC: G06Q30/00 ,  G06Q30/06

Abstract: Disclosed are various embodiments of systems and methods for dynamically generating and providing personalized recommendations of newer products or services potentially of interest to a particular user who has previously purchased a similar product or service. Historical purchase data or other information indicating the user's preferences is analyzed to determine personal preference data. Candidate content is identified based on attributes found in the preference data. Similarity strategies and criteria can be used to test features and qualities in candidate content. Recommended product or service content comes in the form of candidate content which reaches a similarity threshold or otherwise achieves a sufficient confidence score based at least in part on a similarity metric is determined. In accordance with various embodiments, the generation of newer product and service recommendations can be accomplished or optimized by training machine learning models, such as deep neural networks, using preference data for the particular user.

公开(公告)号：US11127074B2

公开(公告)日：2021-09-21

申请号：US15926510

申请日：2018-03-20

Applicant: A9.com, Inc.

Inventor： Shabnam Ghadar ,  Shruthi R. Bathina ,  Sharmila Nagaraja Reddy ,  Natasha Duggal ,  Aishwarya Natesh ,  Andrea Zehr ,  Pinkee Rasik Patel Gupta

IPC: G06Q30/06 ,  G06T19/00 ,  G06F16/9038 ,  G06F16/9032 ,  G06F16/908 ,  G06F16/583 ,  G06F16/432

Abstract: Various embodiments provide for recommending products from an electronic catalog that are aesthetically compatible with an existing item in a physical space based on a live camera view of the space, and rendering augmented reality views of the recommended products into the live camera view. Specifically, an image of the existing item is used to search a database of images of designed spaces that includes a corresponding object visually similar to the existing item. The image of the designed space may also include other items that are visually compatible with the corresponding object and therefore visually compatible with the existing item. Thus, the images of the other items are used to search an electronic catalog for available items that are visually similar to the other items and therefore would be visually compatible with the existing item.

公开(公告)号：US10860821B1

公开(公告)日：2020-12-08

申请号：US15139080

申请日：2016-04-26

Applicant: A9.com, Inc.

Inventor： Adam Moshe Neustein ,  William Brendel ,  Pinkee Rasik Patel Gupta ,  Zur Nehushtan ,  Sean Niu ,  Shruti Sheorey ,  Sunil Ramesh

IPC: G06F16/30 ,  G06K7/10 ,  G06F16/583

Abstract: Because not all companies register or obtain barcodes (or other encodings or identifiers) from a single, consistent source, and because different companies can be associated with the same barcode at different times, there can be multiple products associated with a specific barcode. If a user requests information associated with a specific barcode, information associated with the user or request can be used to attempt to determine the associated product if more than one matching product is uncovered. In some embodiments, a location of a user device at approximately a time of the request can be used to attempt to determine the appropriate product, such as if the user is in a store that only offers one of the potential products. Other information can be used as well, such as past locations, purchase history, viewing patterns, and the like.