Senthil Purushwalkam Shiva Prakash

Title: Innovations of Senthil Purushwalkam Shiva Prakash

Introduction

Senthil Purushwalkam Shiva Prakash is an accomplished inventor based in Pittsburgh, PA (US). He has made significant contributions to the field of machine learning and digital reconstruction. His innovative work focuses on generating accurate two-dimensional floorplans from sparse digital video.

Latest Patents

Senthil holds a patent for a groundbreaking invention titled "Generating digital floorplans from sparse digital video utilizing an audio-visual floorplan reconstruction machine learning model." This patent describes systems, non-transitory computer-readable media, and methods that utilize multiple modalities to create precise two-dimensional floorplans based on sparse digital videos depicting three-dimensional spaces. The systems extract both visual and audio information from the videos and leverage this data to generate comprehensive floorplans that represent both viewed and unviewed areas of the three-dimensional space. The use of self-attention layers in a specialized machine learning model allows for the maintenance of bi-directional relationships among sequences of visual and audio features, enhancing the accuracy of floorplan predictions.

Career Highlights

Senthil is currently employed at Meta Platforms, Inc., where he continues to push the boundaries of technology and innovation. His work has garnered attention for its potential applications in various fields, including architecture and real estate.

Collaborations

Some of his notable coworkers include Kristen Lorraine Grauman and Sebastia Vicenc Amengual Gari, who contribute to the collaborative environment at Meta Platforms, Inc.

Conclusion

Senthil Purushwalkam Shiva Prakash is a notable inventor whose work in generating digital floorplans through innovative machine learning techniques showcases the intersection of technology and practical applications. His contributions are paving the way for advancements in how we visualize and interact with three-dimensional spaces.