公开(公告)号：US20220188577A1

公开(公告)日：2022-06-16

申请号：US17155369

申请日：2021-01-22

Applicant: Fractal Analytics Private Limited

Inventor： Abhishek Punjaji Chopde ,  Vanapalli Prakash ,  Samreen Bano Faishal Khan ,  Praneeth Chandra Bogineni

IPC: G06K9/62 ,  G06Q10/08

Abstract: Systems and methods are provided for identifying a product in an image and outputting stock keeping units of the product. The system comprises three main components: a database server, a data analytics system and a standard dashboard. The database server contains real-time inventory images as well as historical images of each product type. The data analytics system is executed by a computer processor configured to apply a multi-head self-supervised learning-based classifier to detect product information captured by the image. The data analytics system is also configured to determine hierarchical classification categories for the product. The standard dashboard is configured to output a report regarding the product information.

公开(公告)号：US11960572B2

公开(公告)日：2024-04-16

申请号：US17155369

申请日：2021-01-22

Applicant: Fractal Analytics Private Limited

Inventor： Abhishek Punjaji Chopde ,  Vanapalli Prakash ,  Samreen Bano Faishal Khan ,  Praneeth Chandra Bogineni

IPC: G06N3/0475 ,  G06F18/21 ,  G06F18/214 ,  G06F18/40 ,  G06N3/02 ,  G06N3/0455 ,  G06N3/0464 ,  G06Q10/087 ,  G06V10/774

CPC classification number: G06F18/2185 ,  G06F18/2155 ,  G06F18/40 ,  G06N3/02 ,  G06N3/0455 ,  G06N3/0464 ,  G06N3/0475 ,  G06Q10/087 ,  G06V10/7753 ,  G06V2201/09

Abstract: Systems and methods are provided for identifying a product in an image and outputting stock keeping units of the product. The system comprises three main components: a database server, a data analytics system and a standard dashboard. The database server contains real-time inventory images as well as historical images of each product type. The data analytics system is executed by a computer processor configured to apply a multi-head self-supervised learning-based classifier to detect product information captured by the image. The data analytics system is also configured to determine hierarchical classification categories for the product. The standard dashboard is configured to output a report regarding the product information.