Hitesh Daksh

Title: Hitesh Daksh: Innovator in Dataset Annotation Technology

Introduction

Hitesh Daksh is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of dataset annotation through his innovative methods and technologies. His work focuses on enhancing the efficiency and accuracy of image segmentation processes.

Latest Patents

Hitesh holds a patent for a groundbreaking invention titled "System and method for semi-automated dataset annotation using similarity based clustering and in-context learning for segmentation." This patent describes a method that involves receiving a dataset of images, executing an embedding model to generate image embeddings, and clustering these embeddings based on their similarities. The process includes determining the density of each cluster and generating annotations for unannotated images using a vision transformer.

Career Highlights

Hitesh Daksh is currently employed at Qpiai India Private Limited, where he applies his expertise in machine learning and computer vision. His innovative approach to dataset annotation has positioned him as a key player in the tech industry, particularly in the realm of artificial intelligence.

Collaborations

Hitesh collaborates with talented professionals such as Arpit Jain and Animesh Tripathy, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

Hitesh Daksh's contributions to the field of dataset annotation exemplify the impact of innovative thinking in technology. His patent and work at Qpiai India Private Limited highlight his commitment to advancing the capabilities of machine learning applications.