Location History:
- Guragon, IN (2020)
- Gurgaon, IN (2021 - 2022)
Company Filing History:
Years Active: 2020-2022
Title: Ramya Hebbalaguppe: Innovator in Neural Networks and Computer Vision
Introduction
Ramya Hebbalaguppe is a notable inventor based in Gurgaon, India. She has made significant contributions to the fields of neural networks and computer vision, holding a total of 3 patents. Her work focuses on enhancing the efficiency and effectiveness of machine learning algorithms and image processing techniques.
Latest Patents
One of her latest patents is titled "Sparsity constraints and knowledge distillation based learning of sparser and compressed neural networks." This innovation involves building a Bayesian student network that leverages knowledge from a complex pre-trained teacher network. The method employs a Block Sparse Regularizer to induce sparsity in the student network, optimizing its training through a variational lower bound based loss function.
Another significant patent is "Systems and methods for performing hand segmentation." This invention addresses the challenges of hand segmentation on wearable devices, which often face issues such as varying illumination and different skin tones. The system enhances image contrast and removes noise, utilizing a Multi Orientation Matched Filter (MOMF) to create an edge image that effectively segments the hand from the background.
Career Highlights
Ramya currently works at Tata Consultancy Services Limited, where she applies her expertise in machine learning and computer vision. Her innovative approaches have positioned her as a key contributor in her field, driving advancements in technology and research.
Collaborations
Some of her notable coworkers include Srinidhi Hegde and Ranjitha Prasad, who collaborate with her on various projects, contributing to the innovative environment at Tata Consultancy Services Limited.
Conclusion
Ramya Hebbalaguppe's work exemplifies the intersection of technology and innovation, particularly in neural networks and computer vision. Her patents reflect her commitment to advancing these fields, making her a prominent figure in the world of invention.