Radiusai, Inc.

Kamalesh Kalirathinam

Abhinav Yarlagadda

Rahul Santhosh Kumar Varma

Sai Krishna Bashetty

Sri Priyanka Madduluri

Enis Aykut Dengi

Aykut Dengi

Thomas Adam Strich

Daniel King

Nathan Kelly

Systems and methods include extracting item parameters from images of items positioned at a POS system. Item parameters associated with each item when mapped into a feature vector for each item are indicative as to an identification of the item. The feature vectors are analyzed to determine whether item parameters when combined and mapped into the feature vectors match a corresponding feature vector stored in a database. The database stores different combinations of item parameters as mapped into different stored feature vectors with different stored feature vectors associated with different items thereby identifying each item based on each different combination of item parameters as mapped into each stored feature vector associated with each item. Each item positioned at the POS system is identified when the feature vectors associated with each item match a corresponding stored feature vector as stored in the database.

Automatic item identification during assisted checkout based on visual features

Assisted checkout devices, including point-of-sale stations, can use computer vision and machine learning to speed the checkout process while maintaining human verification, assistance, and customer interaction provided by human clerks. A plurality of optical sensors, including cameras, can be arranged with different views of a checkout plane upon which items being purchased by a buyer are placed. Moreover, one or more support towers can be utilized to elevate the optical sensors to vertical heights at which the checkout plane, and items placed thereon, is within the field of view of the optical sensors. The information captured by the plurality of optical sensors can be analyzed using machine learning models to detect and identify the items placed on the checkout plane.

Point of sale station for assisted checkout system

Growing community of inventors

Tempe, AZ, United States of America

Kamalesh Kalirathinam