Company Filing History:
Years Active: 2021
Title: Varsha Vivek: Innovator in Segmentation Network Training
Introduction
Varsha Vivek is a prominent inventor based in Seattle, WA. She has made significant contributions to the field of machine learning, particularly in the area of segmentation network training. With a focus on improving training procedures, her work has the potential to enhance the accuracy and efficiency of image segmentation.
Latest Patents
Varsha holds a patent for "Importance sampling for segmentation network training modification." This patent discloses methods and systems regarding importance sampling for the modification of a training procedure used to train a segmentation network. The disclosed method includes segmenting an image using a trainable directed graph to generate a segmentation, displaying the segmentation, receiving a first selection directed to the segmentation, and modifying a training procedure for the trainable directed graph using the first selection. In a more specific method, the training procedure alters a set of trainable values associated with the trainable directed graph based on a delta between the segmentation and a ground truth segmentation. The first selection is spatially indicative with respect to the segmentation, and the delta is calculated based on the first selection. Varsha has 1 patent to her name.
Career Highlights
Varsha is currently employed at Matterport, Inc., where she continues to innovate and develop new technologies. Her work at Matterport focuses on enhancing the capabilities of machine learning applications in various domains.
Collaborations
Throughout her career, Varsha has collaborated with notable professionals in her field, including Gary R. Bradski and Ethan Rublee. These collaborations have allowed her to expand her knowledge and contribute to groundbreaking projects.
Conclusion
Varsha Vivek is a talented inventor whose work in segmentation network training is paving the way for advancements in machine learning. Her innovative approach and dedication to her field make her a valuable asset to the technology community.