Arun Kumar Patil

Title: Arun Kumar Patil: Innovator in Machine Learning and Image Processing

Introduction

Arun Kumar Patil is a prominent inventor based in Bengaluru, India. He has made significant contributions to the fields of machine learning and image processing. With a total of 3 patents to his name, Patil's work showcases his expertise and innovative spirit.

Latest Patents

One of his latest patents is focused on scheduling processing of machine learning tasks on heterogeneous compute circuits. This invention involves instantiating kernel objects by a computer processor in response to input of kernel definitions. Each kernel object indicates a compute circuit, and the computer processor generates a graph in memory where each node represents a task. The tasks are assigned to kernel objects, and the compute circuits are activated to initiate processing.

Another notable patent is a system and method for tone mapping on high dynamic range (HDR) images. This invention utilizes a set of bit-depths corresponding to multiple images of a scene, obtained at each unit of an irradiance range. This method enhances the visual quality of HDR images, making them more appealing and realistic.

Career Highlights

Arun Kumar Patil has worked with several esteemed companies, including Ittiam Systems Pvt. Ltd. and Xilinx, Inc. His experience in these organizations has allowed him to develop and refine his skills in technology and innovation.

Collaborations

Throughout his career, Patil has collaborated with talented individuals such as Tharun Battula and Preethi Konda. These collaborations have contributed to the success of his projects and innovations.

Conclusion

Arun Kumar Patil is a distinguished inventor whose work in machine learning and image processing has made a significant impact. His patents reflect his dedication to advancing technology and improving user experiences.