Company Filing History:
Years Active: 2020-2024
Title: The Innovative Contributions of Ryan Tobin
Introduction
Ryan Tobin is a prominent inventor based in Sacramento, CA, known for his significant contributions to the field of machine learning and video classification. With a total of 11 patents to his name, Tobin has made strides in developing systems that enhance the way media content is analyzed and understood.
Latest Patents
One of Tobin's latest patents focuses on "Machine learning in video classification with playback highlighting." This invention describes systems and methods that search videos and other media content to identify items, objects, faces, or other entities within the media content. Detectors are designed to identify objects by detecting a predetermined set of visual features corresponding to those objects. These detectors can be trained using a machine learning model, such as a convolutional neural network, applied to a set of example media content items that include the object. The systems also provide user interfaces that allow users to review search results, pinpoint relevant portions of media content items where identified objects are present, and review detector performance, among other functionalities.
Career Highlights
Ryan Tobin is currently employed at Matroid, Inc., where he continues to innovate and develop cutting-edge technologies in the realm of video analysis and machine learning. His work has positioned him as a key figure in the industry, contributing to advancements that have practical applications in various fields.
Collaborations
Tobin collaborates with talented individuals such as Reza Bosagh Zadeh and Dong Wang, who share his passion for innovation and technology. Together, they work on projects that push the boundaries of what is possible in video classification and machine learning.
Conclusion
Ryan Tobin's contributions to the field of machine learning and video classification are noteworthy and impactful. His innovative patents and collaborative efforts continue to shape the future of media content analysis.
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.