Patents by Inventor Abhishek Chopde

Abhishek Chopde has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20230419170
    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.
    Type: Application
    Filed: August 12, 2022
    Publication date: December 28, 2023
    Applicant: Fractal Analytics Private Limited
    Inventors: Abhishek Chopde, Kunal Singh, Prosenjit Banerjee, Pradeep Moturi, Souvik Mandal, Prankur Rusia
  • Publication number: 20230252173
    Abstract: Systems and methods are provided for detecting an object region in an image and encrypting/decrypting a detected object region. The system comprises three main components: a database server, a data analytics system and a standard dashboard. The database server may further comprise a distributed database server and a key store database server. The data analytics system is executed by a computer processor configured to apply a multi-head self-supervised learning-based classifier to detect object information captured by the image. The data analytics system further comprise a privacy processing component that is configured to selectively encrypt the detected object using an encryption key following the advanced encryption standard with cipher block chaining mode (AES-CBC).
    Type: Application
    Filed: April 1, 2022
    Publication date: August 10, 2023
    Applicant: Fractal Analytics Private Limited
    Inventors: Suraj Amonkar, Abhishek Chopde, Prankur Rusia, Kunal Singh, Mohnish Raju Jain, Souvik Mandal