Company Filing History:
Years Active: 2021
Title: Inventor Spotlight: Kar Han Tan and His Breakthrough in Object Recognition
Introduction: Kar Han Tan, based in Santa Clara, CA, is an innovative inventor recognized for his contributions to artificial intelligence, particularly in the realm of object recognition technologies. His passion for advancing machine learning methodologies has led to the development of a pioneering patent that enhances the capability of neural networks in recognizing and classifying objects from video streams.
Latest Patents: Tan holds a patent titled "Unsupervised Learning of Object Recognition Methods and Systems." This invention focuses on processes and systems designed to train a neural network for object recognition. The methodology involves the recording of video streams featuring individuals, from which sequences of object images are extracted. Each sequence corresponds to a specific person, allowing for the creation of feature vectors that represent the characteristics of these objects. The innovative system generates triplet structures that include anchor, positive, and negative feature vectors, which are crucial for the computation of loss function values. This approach allows for ongoing retraining of the neural network, thereby improving its accuracy in object identification.
Career Highlights: Currently, Kar Han Tan is employed at Novumind Limited, where he applies his expertise in artificial intelligence and neural networks to drive innovative projects. His unique skill set has positioned him as a prominent figure in his field, contributing to advancements in technology that impact various sectors, from security to personal identification.
Collaborations: Tan works alongside his coworker, Ren Wu, a talented professional in her own right. Their collaborative efforts are centered around enhancing the efficiency and effectiveness of object recognition systems, pushing the boundaries of what neural networks can achieve. Together, they exemplify the power of teamwork in the field of innovation and technology.
Conclusion: Kar Han Tan is a remarkable inventor whose work in the area of unsupervised learning for object recognition has significant implications for artificial intelligence. His dedication to advancing technology through patented inventions underscores the importance of continual research and development in the tech industry. With his ongoing contributions, the future of object recognition systems looks promising, paving the way for more intelligent and responsive technologies.