Kunjan Singh

Title: Kunjan Singh: Innovator in Neural Network Technologies

Introduction

Kunjan Singh is a prominent inventor based in Ann Arbor, MI (US). He has made significant contributions to the field of neural networks, particularly in object detection and pose determination. With a total of 5 patents to his name, Singh is recognized for his innovative approaches to complex technological challenges.

Latest Patents

One of Kunjan Singh's latest patents focuses on neural network object pose determination. This invention involves positioning a camera to capture an image of an object, which is then processed by a neural network to output a three-dimensional (3D) bounding box. The system determines the center of the bottom face of the bounding box in pixel coordinates and calculates the distance and angle relative to the camera. This technology is crucial for applications requiring precise object localization in real-world environments.

Another notable patent by Singh is related to object detection. This invention utilizes a segmentation mask to identify moving objects across multiple images. By determining the eccentricity of each pixel, the first image can be segmented and transformed into a compressed dense matrix. This matrix is then processed by a sparse convolutional neural network, which outputs detected objects from the initial image. These advancements showcase Singh's expertise in leveraging neural networks for practical applications.

Career Highlights

Kunjan Singh is currently employed at Ford Global Technologies, LLC, where he continues to develop innovative solutions in the realm of artificial intelligence and machine learning. His work at Ford emphasizes the integration of advanced technologies into automotive applications, enhancing vehicle capabilities and safety features.

Collaborations

Singh collaborates with talented individuals such as Mostafa Parchami and Enrique Corona. These partnerships foster a creative environment that drives innovation and leads to groundbreaking advancements in technology.

Conclusion

Kunjan Singh is a distinguished inventor whose work in neural networks has the potential to revolutionize object detection and pose estimation. His contributions to Ford Global Technologies, LLC, and his collaborations with fellow innovators highlight his commitment to advancing technology.