Company Filing History:
Years Active: 2023-2025
Title: Yuta Tsubaki: Innovator in Machine Learning and Inspection Technologies
Introduction
Yuta Tsubaki is a prominent inventor based in Toyota, Japan. He has made significant contributions to the fields of machine learning and inspection technologies. With a total of 3 patents to his name, Tsubaki is recognized for his innovative approaches to quality determination processes.
Latest Patents
Tsubaki's latest patents include a machine learning system, a learning data collection method, and a storage medium. The machine learning system he developed features an image pickup unit that photographs a product to acquire a product image. It also includes a preprocessing unit that generates an inspection target site image by clipping an image of the inspection target site based on a setting file. This generated image is saved in an image saving unit. The inspection processing unit then performs a quality determination process on the inspection target site image, which is indicated as a quality determination target by production instruction information. When the saved inspection target site image is relevant to a product designated as a learning object, it is accumulated in the image saving unit as learning data.
Another notable patent is an inspection device that includes a captured image acquisition unit to obtain a captured image of an inspection target. This device features an image division unit that divides the captured image into multiple first division images. A first composite image generation unit superimposes these images to create a composite image. Finally, a determination unit uses the generated composite image and a learning model to assess whether a defect is present in the inspection target.
Career Highlights
Yuta Tsubaki is currently employed at Toyota Motor Corporation, where he applies his expertise in machine learning and inspection technologies. His work has significantly advanced the company's capabilities in quality assurance and product inspection.
Collaborations
Tsubaki collaborates with fellow inventor Shun Sato, contributing to innovative projects within the company. Their teamwork enhances the development of cutting-edge technologies in the automotive industry.
Conclusion
Yuta Tsubaki is a key figure in the realm of machine learning and inspection technologies, with a focus on improving quality determination processes. His contributions at Toyota Motor Corporation and his innovative patents reflect his commitment to advancing technology in the automotive sector.