Company Filing History:
Years Active: 2021-2025
Title: Innovations by Deepali Arya in Machine Learning and Gaming
Introduction
Deepali Arya is an accomplished inventor based in San Francisco, CA. She has made significant contributions to the field of machine learning, particularly in applications related to gaming and social networking. With a total of four patents to her name, Arya is recognized for her innovative approaches to reconstructing occluded facial regions.
Latest Patents
One of her latest patents focuses on the "Reconstruction of occluded regions of a face using machine learning." This invention involves inputting an image of a computer game player wearing a headset that occludes part of their face into a trained machine learning model. The model then outputs a full-face image that is not occluded, which can be utilized in social network settings related to the game. Another notable patent is "Training a machine learning model for reconstructing occluded regions of a face." This patent describes a process where a machine learning model is trained using pairs of images, including a human face and a duplicate image with a headset overlaid. The trained model can then receive an image of a gamer wearing a headset and output a full-face image for social networking purposes.
Career Highlights
Deepali Arya is currently employed at Sony Interactive Entertainment Inc., where she continues to push the boundaries of technology in gaming. Her work has garnered attention for its potential to enhance user experiences in virtual environments.
Collaborations
Throughout her career, Arya has collaborated with talented individuals such as Rathish Krishnan and Jason Naxin Wang. These collaborations have contributed to the development of her innovative patents and have fostered a creative environment for technological advancements.
Conclusion
Deepali Arya's contributions to machine learning and gaming are noteworthy, showcasing her ability to innovate in a rapidly evolving field. Her patents reflect a commitment to enhancing user interaction and experience in digital environments.
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.