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For the Inventor, By the Inventor

Mountain View, CA, United States of America

Tanmay Batra

USPTO Granted Patents = 17 

Average Co-Inventor Count = 4.1

ph-index = 3

Forward Citations = 20(Granted Patents)


Company Filing History:

goldMedal17 out of 40,816 
 
Apple Inc.
 patents

Years Active: 2020-2025

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17 patents (USPTO):
1. 12211307 - Two-stage body pose estimation (2025-01-28),
2. 12033058 - Iterative neural network training using quality assurance neural network (2024-07-09),
3. 11972607 - Plane detection using semantic segmentation (2024-04-30),
4. 11954881 - Semi-supervised learning using clustering as an additional constraint (2024-04-09),
5. 11783552 - Identity-based inclusion/exclusion in a computer-generated reality experience (2023-10-10),
6. 11710283 - Visual search refinement for computer generated rendering environments (2023-07-25),
7. 11610397 - Plane detection using semantic segmentation (2023-03-21),
8. 11403511 - Unsupervised annotation using dual network system with pre-defined structure (2022-08-02),
9. 11315278 - Object detection and orientation estimation (2022-04-26),
10. 11295529 - Identity-based inclusion/exclusion in a computer-generated reality experience (2022-04-05),
11. 11189103 - Visual search refinement for computer generated rendering environments (2021-11-30),
12. 11132546 - Plane detection using semantic segmentation (2021-09-28),
13. 11100720 - Depth map generation (2021-08-24),
14. 10896548 - Identity-based inclusion/exclusion in a computer generated reality experience (2021-01-19),
15. 10891922 - Attention diversion control (2021-01-12),

Title: Innovations of Inventor Tanmay Batra

Introduction

Tanmay Batra is a prominent inventor based in Mountain View, California. With 17 patents to his name, he has significantly contributed to the fields of body pose estimation and neural network training processes. His groundbreaking work has implications in various applications ranging from computer vision to machine learning.

Latest Patents

Among Tanmay's latest innovations is the patent for a two-stage body pose estimation. This method involves a device that utilizes processors and non-transitory memory to analyze two-dimensional images of a body in a three-dimensional space over time. The system identifies the locations of body joints in these images and subsequently determines their three-dimensional locations, updating them iteratively.

Additionally, he has developed a patent focused on iterative neural network training using a quality assurance neural network. This method enhances the training process of a first neural network by utilizing a second neural network to compare output labels, thus improving accuracy through dynamically adjusted parameters. By employing confidence values, this innovative approach creates an automatically-labeled training set that enhances machine learning operations.

Career Highlights

Tanmay Batra's career is marked by his tenure at Apple Inc., one of the leading technology companies in the world. His expertise in machine learning and computer vision has enabled Apple to advance its technologies and offerings in various products and services.

Collaborations

During his career, Tanmay has collaborated with noteworthy colleagues including Daniel Ulbricht and Angela Blechschmidt. Together, they have worked on several projects that leverage their combined knowledge in innovation and technology, driving impactful developments in their respective fields.

Conclusion

Tanmay Batra is a remarkable inventor whose contributions to the realms of body pose estimation and neural networks continue to shape technology today. With a strong foundation in innovation and a forward-thinking approach, his work at Apple Inc. and collaborations with talented individuals underscore his importance in the field of technology and invention.

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