Location History:
- Bellevue, WA (US) (2021)
- Redmond, WA (US) (2022)
Company Filing History:
Years Active: 2021-2022
Title: Kunwar Yashraj Singh: Innovator in Machine Learning and Image Rectification
Introduction
Kunwar Yashraj Singh is a prominent inventor based in Bellevue, WA (US). He has made significant contributions to the field of machine learning, particularly in the area of image rectification. With a total of 4 patents to his name, Singh is recognized for his innovative approaches to solving complex problems in document processing.
Latest Patents
Singh's latest patents include groundbreaking techniques for machine learning models aimed at direct homography regression for image rectification. These techniques describe a training service that trains an algorithm on a source view of a training image and a homography matrix. This process generates a normalized homography matrix for an input of the source view, which can then be utilized to create a target view of an image. This target view is particularly useful in document processing pipelines for images captured using cameras. Another notable patent focuses on document rectification via homography recovery using machine learning. This system intelligently utilizes multiple pipelines for rectifying document images based on the detected type of device that generated the images. It provides high-quality rectifications without requiring human cooperation or multiple views of the document.
Career Highlights
Kunwar Yashraj Singh is currently employed at Amazon Technologies, Inc., where he continues to develop innovative solutions in machine learning and image processing. His work has significantly advanced the capabilities of document rectification systems, making them more efficient and user-friendly.
Collaborations
Some of his notable coworkers include Vijay Mahadevan and Rahul Bhotika, who collaborate with Singh on various projects within the company.
Conclusion
Kunwar Yashraj Singh's contributions to machine learning and image rectification have established him as a leading inventor in his field. His innovative patents and work at Amazon Technologies, Inc. continue to push the boundaries of technology and improve document processing systems.
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.