John Smintina

Title: John Smintina: Innovator in Computer Vision and Smart Mapping

Introduction

John Smintina is a notable inventor based in Kirkland, WA (US). He has made significant contributions to the fields of computer vision and mapping technologies. With a total of 2 patents, his work showcases innovative approaches to property evaluation and dynamic mapping.

Latest Patents

One of John Smintina's latest patents is focused on computer vision property evaluation. This patent discloses systems and methods for executing a computer vision property evaluation operation via a computing system. The method includes identifying an image of a selected property feature using a first neural network (NN), cropping the image using a second NN, generating a categorization of the cropped image, and classifying the property based on the categorization.

Another significant patent is related to smart mapping. This invention involves dynamically recalculating a heatmap of displayed map entries based on changes to a map shown on a viewport. The method includes providing a display of a map on a user interface, determining selected geographic tiles, and loading data corresponding to map entries from those tiles. It further involves generating a heatmap based on selected data and dynamically updating it as changes occur in the user interface.

Career Highlights

John Smintina is currently associated with Quantarium Group, LLC, where he applies his expertise in developing advanced technologies. His work has been instrumental in enhancing the capabilities of computer vision and mapping systems.

Collaborations

Some of his notable coworkers include Andrei T Aron and Adrian Fanaru, who contribute to the innovative environment at Quantarium Group, LLC.

Conclusion

John Smintina's contributions to computer vision and smart mapping technologies highlight his role as a leading inventor in these fields. His patents reflect a commitment to advancing technology and improving user experiences in property evaluation and mapping.