Michael A Garner

Title: Michael A. Garner: Innovator in Object Recognition Technology

Introduction

Michael A. Garner is a prominent inventor based in Centerton, AR (US), known for his contributions to the field of object recognition technology. With a total of 8 patents to his name, Garner has made significant strides in developing systems that enhance retail inventory management and product recognition.

Latest Patents

Garner's latest patents include innovative systems and methods for on-device object recognition via mobile device clusters. One of his notable inventions provides retail inventory identification systems that utilize a mobile product mapping system. This system comprises a transport system, a tower housing, and a cluster processing system with multiple product identifying (PI) systems. Each PI system is designed to capture images of products and locally process these images using various machine learning techniques to generate product identifying information linked to location data. The mobile control circuit then creates a product identifying mapping as the system moves, which is communicated to an inventory management system.

Another significant patent focuses on systems and methods of product recognition through multi-model image processing. This invention includes a model training system that identifies customers, accesses their profiles, and applies filtering rules to a product database. It generates a tailored listing of products for each customer and trains a machine learning model based on this listing, ultimately communicating the trained model to the customer's portable device.

Career Highlights

Michael A. Garner is currently employed at Walmart Apollo, LLC, where he continues to innovate and develop cutting-edge technologies in the retail sector. His work has been instrumental in advancing the capabilities of inventory management systems and enhancing customer experiences through personalized product recognition.

Collaborations

Garner collaborates with talented individuals such as Priyanka Paliwal and Monisha Elumalai, contributing to a dynamic team focused on pushing the boundaries of technology in retail.

Conclusion

Michael A. Garner's contributions to object recognition technology have positioned him as a key figure in the field. His innovative patents and ongoing work at Walmart Apollo, LLC, reflect his commitment to enhancing retail operations through advanced technology.