This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Bay Labs, Inc.. Active years: 2021.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2021
Title: The Innovative Mind of Charles Frye
Introduction
Charles Frye is an accomplished inventor based in Berkeley, California. He has made significant contributions to the field of artificial intelligence, particularly in image classification. His innovative approach has led to the development of a unique patent that enhances the understanding of imagery through advanced neural networks.
Latest Patents
Frye holds a patent for a method titled "Saliency mapping of imagery during artificially intelligent image classification." This patent describes a saliency mapping method that involves displaying video clip imagery of an organ on a computer display. The imagery is submitted to a neural network trained to produce a probability of the existence of a physical feature of the organ. The process includes receiving a probability along with a pixel-wise mapping of dispositive pixels in the imagery. Variations of the imagery are resubmitted to the neural network, with changes made to one or more pixels. The changes in probability are measured and correlated to the altered pixels. Ultimately, a graphical indicator is overlaid on the display, highlighting the pixels determined to be dispositive based on a threshold measured change in probability.
Career Highlights
Frye is currently employed at Bay Labs, Inc., where he continues to push the boundaries of innovation in medical imaging and artificial intelligence. His work is instrumental in advancing the capabilities of neural networks in understanding complex imagery.
Collaborations
Throughout his career, Frye has collaborated with talented individuals such as Natalia Bilenko and Michael G Cannon. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.
Conclusion
Charles Frye exemplifies the spirit of innovation in the field of artificial intelligence and image classification. His contributions through his patent and work at Bay Labs, Inc. highlight the importance of advancing technology for better understanding and analysis of medical imagery.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile