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.

公开(公告)号：US11893008B1

公开(公告)日：2024-02-06

申请号：US18167715

申请日：2023-02-10

Applicant: Fractal Analytics Private Limited

Inventor： Manas Sehra ,  Raj Nigam

IPC: G06F16/00 ,  G06F16/23 ,  G06F16/25 ,  G06F16/2455 ,  G06F16/215

CPC classification number: G06F16/2365 ,  G06F16/215 ,  G06F16/24556 ,  G06F16/254

Abstract: Systems and methods are provided to aggregate and analyze data from a plurality of data sources. The system may obtain data from a plurality of data sources. The system may also transform data from each of the plurality of data sources into a format that is compatible for combining the data from the plurality of data sources. The system uses a data harmonization module to organize, classify, analyze and thus relate previously unrelated data stored in multiple databases and/or associated with different organizations. The system can generate and publish master data of a plurality of business entities.

公开(公告)号：US20230419170A1

公开(公告)日：2023-12-28

申请号：US17887056

申请日：2022-08-12

Applicant: Fractal Analytics Private Limited

Inventor： Abhishek Chopde ,  Kunal Singh ,  Prosenjit Banerjee ,  Pradeep Moturi ,  Souvik Mandal ,  Prankur Rusia

IPC: G06N20/00 ,  G06N3/08

CPC classification number: G06N20/00 ,  G06N3/08

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.

公开(公告)号：US11409962B2

公开(公告)日：2022-08-09

申请号：US16668039

申请日：2019-10-30

Applicant: Fractal Analytics Private Limited

Inventor： Soudip RoyChowdhury ,  Vaibhavi Joshi ,  Siddhesh Pisal ,  Sudarshan Wadkar ,  Utkarsh Agarwal

IPC: G06N20/00 ,  G06N5/04 ,  H04L67/10 ,  G06F40/30 ,  G06F16/2452 ,  G06F40/205 ,  G06F40/284 ,  G06F40/295

Abstract: The invention relates to systems and methods for automated insight curation and alerting. The system generates insights from time-series data at scale using unsupervised machine learning algorithms. The system can further automate the suggested actions by signaling the actuators or middleware which ultimately executes the action.

公开(公告)号：US12013838B2

公开(公告)日：2024-06-18

申请号：US17887097

申请日：2022-08-12

Applicant: Fractal Analytics Private Limited

Inventor： Raj Nigam ,  Manas Sehra

IPC: G06F16/23 ,  G06F16/25 ,  G06Q10/0631

CPC classification number: G06F16/2365 ,  G06F16/254 ,  G06Q10/0631

Abstract: Systems and methods are provided to aggregate and analyze data from a plurality of data sources. The system may obtain data from a plurality of data sources. The system may also transform data from each of the plurality of data sources into a format that is compatible for combining the data from the plurality of data sources. The system uses a metadata-based data mapping template to match fields from one database system to the other. The system can generate and publish master data of a plurality of business entities.

公开(公告)号：US20240020292A1

公开(公告)日：2024-01-18

申请号：US18167715

申请日：2023-02-10

Applicant: Fractal Analytics Private Limited

Inventor： Manas SEHRA ,  Raj NIGAM

IPC: G06F16/23 ,  G06F16/215 ,  G06F16/2455 ,  G06F16/25

CPC classification number: G06F16/2365 ,  G06F16/215 ,  G06F16/24556 ,  G06F16/254

Abstract: Systems and methods are provided to aggregate and analyze data from a plurality of data sources. The system may obtain data from a plurality of data sources. The system may also transform data from each of the plurality of data sources into a format that is compatible for combining the data from the plurality of data sources. The system uses a data harmonization module to organize, classify, analyze and thus relate previously unrelated data stored in multiple databases and/or associated with different organizations. The system can generate and publish master data of a plurality of business entities.

公开(公告)号：US20240004863A1

公开(公告)日：2024-01-04

申请号：US17887097

申请日：2022-08-12

Applicant: Fractal Analytics Private Limited

Inventor： Raj Nigam ,  Manas Sehra

IPC: G06F16/23 ,  G06F16/25 ,  G06Q10/06

CPC classification number: G06F16/2365 ,  G06Q10/0631 ,  G06F16/254

Abstract: Systems and methods are provided to aggregate and analyze data from a plurality of data sources. The system may obtain data from a plurality of data sources. The system may also transform data from each of the plurality of data sources into a format that is compatible for combining the data from the plurality of data sources. The system uses a metadata-based data mapping template to match fields from one database system to the other. The system can generate and publish master data of a plurality of business entities.

公开(公告)号：US20230252173A1

公开(公告)日：2023-08-10

申请号：US17711305

申请日：2022-04-01

Applicant: Fractal Analytics Private Limited

Inventor： Suraj Amonkar ,  Abhishek Chopde ,  Prankur Rusia ,  Kunal Singh ,  Mohnish Raju Jain ,  Souvik Mandal

IPC: G06F21/62 ,  H04L9/06 ,  H04L9/30 ,  G06N3/04 ,  G06N3/08

CPC classification number: G06F21/6209 ,  H04L9/0631 ,  H04L9/302 ,  G06N3/0454 ,  G06N3/088

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).