Location History:
- Vancouver, CA (2016 - 2017)
- Burnaby, CA (2017 - 2023)
Company Filing History:
Years Active: 2016-2025
Title: The Innovative Mind of Trent McClements
Introduction
Trent McClements is a notable inventor based in Burnaby, Canada. He has made significant contributions to the field of machine learning and image processing, holding a total of 12 patents. His work focuses on enhancing the efficiency and effectiveness of machine learning systems, particularly in image classification tasks.
Latest Patents
One of Trent's 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 to predict the scale of objects accurately.
Another significant patent is the "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 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
Trent has worked with prominent companies in the technology sector, including Qualcomm Incorporated and Singulos Research Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas in machine learning and image processing.
Collaborations
Throughout his career, Trent has collaborated with talented individuals such as Bradley Quinton and Andrew Hughes. These partnerships have contributed to the advancement of his projects and the successful development of his patents.
Conclusion
Trent McClements is a distinguished inventor whose work in machine learning and image processing has led to numerous 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.