This inventor holds 1 USPTO granted patent. Top assignee: Florida Power & Light Company. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Kent A Logue: Innovator in Synthetic Data Generation
Introduction
Kent A Logue is a prominent inventor based in Jacksonville, FL (US). He has made significant contributions to the field of synthetic data generation, particularly in the context of machine learning. His innovative approach focuses on creating realistic training data that enhances the performance of machine learning models.
Latest Patents
Kent A Logue holds a patent for "Synthetic data generation of image training data." This patent outlines systems and methods to generate synthetic images for use in a machine learning training set. The process begins with accessing a database of real-world 3-D images of equipment in a power grid. These 3-D images include measurements that create dimensionally accurate and photorealistic models of the equipment. Optionally, the 3-D images can be aged or weathered using imaging editing software. Following this, a database of real-world photographs of scenes where the equipment is installed is accessed. The identical scenes can be captured at different times of day, different seasons, and from various perspectives. Using image editing software, the 3-D images of equipment are inserted into at least one of the scenes to form a synthetic image based on a combination of the equipment and the scene, which were previously captured independently.
Career Highlights
Kent A Logue is currently employed at Florida Power & Light Company, where he applies his expertise in synthetic data generation. His work is instrumental in improving the efficiency and accuracy of machine learning applications within the company.
Collaborations
Kent collaborates with Samuel T Hammermaster, a coworker at Florida Power & Light Company. Their combined efforts contribute to advancements in the field of synthetic data generation.
Conclusion
Kent A Logue is a notable inventor whose work in synthetic data generation is paving the way for more effective machine learning training sets. His innovative patent and contributions to Florida Power & Light Company highlight his commitment to advancing technology in this field.