Company Filing History:
Years Active: 2019
Title: Michael Lin: Innovator in Image Classification Systems
Introduction
Michael Lin is a prominent inventor based in Orinda, CA (US). He has made significant contributions to the field of image classification through his innovative patents. With a total of 2 patents, Lin's work focuses on enhancing the capabilities of image processing technologies.
Latest Patents
One of Lin's latest patents is centered around ensemble learning based image classification systems. This system comprises multiple cellular neural networks (CNN) based integrated circuits (ICs) that work together as a set of base learners for image classification tasks. Each CNN based IC is designed with at least one distinct deep learning model in the form of filter coefficients. The system also includes a controller that acts as a meta learner and a memory-based data buffer to hold various data utilized in the ensemble. This data may consist of input imagery data to be classified, as well as extracted feature vectors or image classification outputs from the base learners. The meta learner uses these outputs to further enhance the image classification process.
Career Highlights
Michael Lin is currently associated with Gyrfalcon Technology Inc., where he continues to push the boundaries of technology in image classification. His work has garnered attention for its innovative approach and practical applications in various fields.
Collaborations
Lin collaborates with talented individuals such as Lin Yang and Patrick Dong, contributing to a dynamic work environment that fosters creativity and innovation.
Conclusion
Michael Lin's contributions to image classification systems exemplify the impact of innovative thinking in technology. His patents reflect a commitment to advancing the field and improving image processing capabilities.