Company Filing History:
Years Active: 2023-2025
Title: Michael Scott Lee: Innovator in Machine Learning and Image Processing
Introduction
Michael Scott Lee is a prominent inventor based in Vancouver, Canada. He has made significant contributions to the field of machine learning and image processing, holding a total of 5 patents. His work focuses on developing innovative methods and systems that enhance the efficiency and effectiveness of image classification tasks.
Latest Patents
One of his latest patents is titled "Scale Selective Machine Learning System and Method." This invention provides a method for generating scale selective training data to support image classification tasks. It involves obtaining a variety of images of an object at different scales and assigning labels based on the image scale. This method aims to improve the training of machine learning systems for better prediction of object scales.
Another notable patent is "Method and Apparatus for Efficient Non-Integer Scaling in Neural Network Accelerators." This invention addresses the critical task of image scaling in deep neural networks. It proposes using dedicated neural network hardware to manage image scaling, which can significantly enhance throughput, reduce latency, and lower power consumption. The invention also describes additional circuitry that can be integrated into neural network hardware to improve image scaling capabilities.
Career Highlights
Michael Scott Lee is currently employed at Singulos Research Inc., where he continues to innovate in the field of machine learning and image processing. His work has garnered attention for its practical applications and potential to revolutionize how image data is processed in various systems.
Collaborations
Throughout his career, Michael has collaborated with talented individuals such as Scott Chin and Bradley Quinton. These collaborations have contributed to the development of cutting-edge technologies in the field.
Conclusion
Michael Scott Lee is a distinguished inventor whose work in machine learning and image processing has led to several impactful patents. His innovative approaches continue to shape the future of technology in these fields.
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.