Deepak Dinkar

Title: Deepak Dinkar: Innovator in Anomaly Detection Technology

Introduction

Deepak Dinkar is a notable inventor based in Bengaluru, India. He has made significant contributions to the field of anomaly detection, particularly in the context of surface analysis. His innovative approach combines advanced techniques in real-time video processing and deep learning.

Latest Patents

Deepak Dinkar holds a patent for a "Method and system for detection of anomalies in surfaces." This patent describes a comprehensive method for identifying anomalies in surfaces, such as pipes. The process involves receiving input that includes the type of surface material and multiple frames from a real-time video stream. The method effectively eliminates unwanted frames by analyzing the magnitude of 2-Dimensional optical flow vectors. It identifies potential anomaly frames through contour detection in a dense map created from pixel displacement. Furthermore, the system detects anomalies in real-time using trained models and classifies them into various anomaly classes through deep learning techniques. Finally, it generates a health report detailing the detected anomalies and provides this information to the user.

Career Highlights

Throughout his career, Deepak Dinkar has worked with prominent organizations, including Wipro Limited and the District of Columbia Water & Sewer Authority. His experience in these companies has allowed him to refine his skills and contribute to significant projects in the field of technology and engineering.

Collaborations

Deepak has collaborated with talented individuals such as Rupesh Wasudevrao Kumbhare and Saravanan Solaiyappan. These collaborations have further enriched his work and expanded the impact of his innovations.

Conclusion

Deepak Dinkar is a pioneering inventor whose work in anomaly detection technology showcases his expertise and commitment to innovation. His contributions are poised to make a lasting impact in various industries.