公开(公告)号：US20230066119A1

公开(公告)日：2023-03-02

申请号：US17823836

申请日：2022-08-31

Applicant: Jio Platforms Limited

Inventor： Pradip GUPTA ,  Naveen Kumar PANDEY ,  Balakrishna PAILLA ,  Shailesh KUMAR ,  Shubham BHARDWAJ ,  Anmol KARNWAL

IPC: G06V20/10 ,  G06V10/774 ,  G06V20/13 ,  G06F16/29

Abstract: The present disclosure provides for a system for facilitating a completely automated process that may directly fetch an imagery of a given location and area from any mapping module and extract a plurality of objects in the given imagery. Further, a deep learning-based object segmentation such as but not limited to a cascaded reverse mask RCNN framework method may generate a set of predefined vectors associated with the image. The system may be configured to automate the generation of the predefined vectors based on the image received from the image sensing assembly.

公开(公告)号：US20240354731A1

公开(公告)日：2024-10-24

申请号：US18028552

申请日：2022-09-28

Applicant: JIO PLATFORMS LIMITED

Inventor： Naveen Kumar PANDEY ,  Balakrishna PAILLA ,  Shailesh KUMAR ,  Abhinav ANAND ,  Suman CHOUDHARY ,  Divya BHAGWAT ,  Hemant KASHNIYAL

IPC: G06Q20/20 ,  G06Q20/18 ,  G06T7/62 ,  G06V10/764 ,  G06V20/52 ,  G06V20/64 ,  G06V20/68

CPC classification number: G06Q20/208 ,  G06Q20/18 ,  G06T7/62 ,  G06V20/52 ,  G06V20/68 ,  G06T2207/10024 ,  G06T2207/10028 ,  G06T2207/20084 ,  G06T2207/20212 ,  G06T2207/30232 ,  G06T2207/30242 ,  G06V10/764 ,  G06V20/64 ,  G06V2201/09

Abstract: This present disclosure proposes a system and method for providing a 3D computer vision-assisted frictionless self-checkout experience in a traditional retail store by using two RGB-D camera sensors and a conveyer belt. The disclosure provides a self-checkout counter (106) that enables a customer (102) to go through a self-service checkout process by simply placing the collected products one by one on a conveyer belt. One vertical and another horizontal RGB-D sensor (108) mounted in a housing frame attached towards the end of the conveyer belt capture RGB and depth image of each product passing through the housing and pass it to a product recognition engine (216). The engine (216) identifies the unique product along with its volumetric attributes processing the RGB-D data that is further compared with a master product database and processed for invoicing. The customer wallet and payment may be integrated with the customer phone number at the self-checkout counter (106) for providing a completely automated checkout experience.

公开(公告)号：US20230274563A1

公开(公告)日：2023-08-31

申请号：US18173296

申请日：2023-02-23

Applicant: Jio Platforms Limited

Inventor： Balakrishna PAILLA ,  Naveen Kumar PANDEY ,  Shubham BHARDWAJ ,  Raghav GUPTA ,  Indu CHERUKURI

IPC: G06V20/70 ,  G06T7/194 ,  G06T11/60 ,  G06T7/70 ,  G06V40/16 ,  G06V10/26 ,  G06T7/60

CPC classification number: G06V20/70 ,  G06T7/194 ,  G06T11/60 ,  G06T7/70 ,  G06V40/161 ,  G06V10/267 ,  G06T7/60 ,  G06T2207/30196 ,  G06T2210/16 ,  G06T2207/20081 ,  G06T2207/20021 ,  G06Q30/0643

Abstract: The present invention provides a system and method to create a multi attribute based data synthesis. The method includes obtaining an input image, where the input image includes a human wearing an apparel in a foreground and a scene in a background, detecting the human in the input image, detecting a face region of the human in the input image, generating a body-ratio-heuristics for the input image, generating a set of mask labels associated with the input image, and performing a domain randomization of the input image to generate a plurality of images to create the image database.