SYSTEM AND METHOD FOR MULTI-MODAL TRANSFORMER-BASED CATAGORIZATION
A transformer categorization architecture is applied to image and text data sets to determine a taxonomy for items in a large database of products. Aggregating recommendations from a multi-modal categorization process achieves a more accurate product classification with potentially less training. Th...
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| Main Authors | , , , |
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| Format | Patent |
| Language | English French German |
| Published |
08.02.2023
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| Subjects | |
| Online Access | Get full text |
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| Abstract | A transformer categorization architecture is applied to image and text data sets to determine a taxonomy for items in a large database of products. Aggregating recommendations from a multi-modal categorization process achieves a more accurate product classification with potentially less training. The system is implemented to support an e-commerce portal and user facilitated access to products for online purchases. |
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| AbstractList | A transformer categorization architecture is applied to image and text data sets to determine a taxonomy for items in a large database of products. Aggregating recommendations from a multi-modal categorization process achieves a more accurate product classification with potentially less training. The system is implemented to support an e-commerce portal and user facilitated access to products for online purchases. |
| Author | CHOU, Hou Wei MIYAKE, Hirokazu XIA, Yandi CHEN, Lei |
| Author_xml | – fullname: MIYAKE, Hirokazu – fullname: CHEN, Lei – fullname: CHOU, Hou Wei – fullname: XIA, Yandi |
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| DocumentTitleAlternate | SYSTEM UND VERFAHREN FÜR MULTIMODALE TRANSFORMATORBASIERTE KATEGORISIERUNG SYSTÈME ET MÉTHODE DE CATÉGORISATION MULTIMODALE À BASE DE TRANSFORMATEUR |
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| Notes | Application Number: EP20220178922 |
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| RelatedCompanies | Rakuten Group, Inc |
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| Snippet | A transformer categorization architecture is applied to image and text data sets to determine a taxonomy for items in a large database of products. Aggregating... |
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| SubjectTerms | CALCULATING COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING PHYSICS |
| Title | SYSTEM AND METHOD FOR MULTI-MODAL TRANSFORMER-BASED CATAGORIZATION |
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