Patents
Two granted vision-AI patents
Retail loss prevention and footfall analytics, built, filed, and shipped to production at Sensormatic.
Granted Patent: Loss Prevention with Video Analytics
US 2021/0097544 A1 · Applicant: Sensormatic Electronics, LLC · Published Apr 1, 2021
Inventors: Sivaram Annadurai, Satyajit Nair, Rajkiran Kumar Gottumukkal
Methods and systems that combine a visual code identifier, an RFID identifier, and image analysis to detect merchandise, count, and price discrepancies at the point of sale, transmitting a real-time alert when they occur.

Granted Patent: Vision-based Gender Detection & People Counting
Indian Patent No. 448902 · Applicant: Indian Institute of Technology Hyderabad · Certificate issued 31/08/2023
A method and electronic device for gender detection of humans in one or more images, the basis for real-time footfall and demographic analytics deployments.

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Beyond the 2 granted patents
Additional patent filings spanning video analytics, IoT alerting, gender detection, shopper behavior analytics, and inventory management, including:
- Real-time Video Analytics Based Inventory Management
- Real-time behavior and item-level analytics for shopper purchase-potential prediction and hyper-personalization
- Device and method for alerting a user in an IoT network
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Published research
Plant Identification Using Convolution Neural Network and Vision Transformer-Based Models
Read on Preprints.org →Virender Singh, Mathew Rees, Simon Hampton, Sivaram Annadurai
Recognition
Appreciation for AI/ML contributions



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