公开(公告)号：US20220309093A1

公开(公告)日：2022-09-29

申请号：US17806922

申请日：2022-06-14

Applicant: Adobe Inc.

Inventor： Ayush Chopra ,  Mausoom Sarkar ,  Jonas Dahl ,  Hiresh Gupta ,  Balaji Krishnamurthy ,  Abhishek Sinha

IPC: G06F16/535 ,  G06K9/62 ,  G06F17/15 ,  G06N3/04 ,  G06F16/55

Abstract: The present disclosure relates to systems, methods, and non-transitory computer-readable media for generating tags for an object portrayed in a digital image based on predicted attributes of the object. For example, the disclosed systems can utilize interleaved neural network layers of alternating inception layers and dilated convolution layers to generate a localization feature vector. Based on the localization feature vector, the disclosed systems can generate attribute localization feature embeddings, for example, using some pooling layer such as a global average pooling layer. The disclosed systems can then apply the attribute localization feature embeddings to corresponding attribute group classifiers to generate tags based on predicted attributes. In particular, attribute group classifiers can predict attributes as associated with a query image (e.g., based on a scoring comparison with other potential attributes of an attribute group). Based on the generated tags, the disclosed systems can respond to tag queries and search queries.

公开(公告)号：US20200372560A1

公开(公告)日：2020-11-26

申请号：US16417373

申请日：2019-05-20

Applicant: ADOBE INC.

Inventor： Jonas Dahl ,  Mausoom Sarkar ,  Hiresh Gupta ,  Balaji Krishnamurthy ,  Ayush Chopra ,  Abhishek Sinha

IPC: G06Q30/06 ,  G06F16/51 ,  G06F16/58 ,  G06F16/583 ,  G06N20/00 ,  G06T7/73

Abstract: A search system provides search results with images of products based on associations of primary products and secondary products from product image sets. The search system analyzes a product image set containing multiple images to determine a primary product and secondary products. Information associating the primary and secondary products are stored in a search index. When the search system receives a query image containing a search product, the search index is queried using the search product to identify search result images based on associations of products in the search index, and the result images are provided as a response to the query image.