Company Filing History:
Years Active: 2021-2025
Title: Innovations by Tomofumi Uwano
Introduction
Tomofumi Uwano is a notable inventor based in Yamanashi, Japan. He has made significant contributions to the field of machine learning and industrial automation. With a total of 5 patents to his name, Uwano's work focuses on enhancing the efficiency and effectiveness of industrial processes through innovative technologies.
Latest Patents
Uwano's latest patents include a machine learning device, a classification device, and a control device. The machine learning device is designed to extract features of actions performed by workers from video data. It includes a training data extraction unit that labels video data to create training data, and an operation data feature extraction unit that gathers relevant features from operational data. Additionally, it has a label assignment criteria creation unit and a training unit that executes machine learning to generate a trained model for classifying worker actions based on video data.
The analysis device patent focuses on acquiring data from industrial machines and extracting operational state data. It features an annotation unit that creates data set groups with annotations indicating motion states of the industrial machine. The learning unit generates decision tree models for these data sets, which are then ranked and displayed based on their prediction accuracy.
Career Highlights
Tomofumi Uwano is currently employed at Fanuc Corporation, a leading company in industrial automation and robotics. His role involves developing advanced technologies that integrate machine learning with industrial applications. Uwano's innovative approach has positioned him as a key figure in the advancement of automation technologies.
Conclusion
Tomofumi Uwano's contributions to machine learning and industrial automation are noteworthy. His patents reflect a commitment to improving operational efficiency through innovative solutions. As technology continues to evolve, Uwano's work will likely play a significant role in shaping the future of industrial processes.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.