Company Filing History:
Years Active: 2022-2025
Title: The Innovative Mind of Raghu Deep Gadde
Introduction
Raghu Deep Gadde is a prominent inventor based in Bellevue, WA (US). He has made significant contributions to the field of synthetic image generation, holding a total of 4 patents. His work focuses on advancing machine learning techniques to create synthetic images with varied attributes.
Latest Patents
One of his latest patents is titled "Synthetic image generation by manifold modification of a machine learning model." This patent describes a computer-implemented method for generating synthetic images by identifying a representation of an input image on an image approximation manifold. The method involves modifying a local region of the manifold to generate a modified image approximation, ultimately leading to the creation of a synthetic image displayed on a screen.
Another notable patent is "Generation of synthetic image data with varied attributes." This patent outlines techniques for generating synthetic image data by selecting a first image that depicts an object with multiple visual attributes. The method allows for the maintenance of specific attributes while maximizing changes in others, showcasing the versatility of machine learning models in image generation.
Career Highlights
Raghu Deep Gadde is currently employed at Amazon Technologies, Inc., where he continues to innovate in the realm of machine learning and image processing. His work has positioned him as a key player in the development of advanced technologies that enhance the capabilities of synthetic image generation.
Collaborations
Throughout his career, Raghu has collaborated with notable colleagues, including Aleix Margarit Martinez and Pietro Perona. These collaborations have further enriched his research and development efforts in the field.
Conclusion
Raghu Deep Gadde's contributions to synthetic image generation exemplify the intersection of technology and creativity. His innovative patents and ongoing work at Amazon Technologies, Inc. highlight his role as a leading inventor in the field.