The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Apr. 21, 2026
Filed:
Aug. 12, 2022
Fractal Analytics Private Limited, Oberoi Garden City, IN;
Abhishek Chopde, Maharashtra, IN;
Kunal Singh, Kolkata, IN;
Prosenjit Banerjee, Electronic City, IN;
Pradeep Moturi, Tanuku, IN;
Souvik Mandal, Bankura, IN;
Prankur Rusia, Bhilai, IN;
Fractal Analytics Private Limited, Oberoi Garden City, IN;
Abstract
Systems and methods employ knowledge distillation for efficient machine learning. Systems and methods integrate self-supervised learning, supervised learning, semi-supervised learning and active learning, each of which learning is executed in an iterative fashion. 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 deep neural network. The standard dashboard is configured to output a report regarding the object information.