Srihari Padmanaban Venkatesan

Title: Innovations by Srihari Padmanaban Venkatesan

Introduction

Srihari Padmanaban Venkatesan is an accomplished inventor based in Chennai, India. With a focus on the intersection of fashion and technology, he has developed innovative solutions that enhance user experiences in online shopping. He has been awarded two patents, showcasing his contributions to the field.

Latest Patents

Srihari's latest patents reflect his commitment to improving the online retail landscape. His first patent, titled "Grouping clothing images of brands using vector representations," describes a system and computer-implemented method that groups clothing products by brands within an electronic catalog for online stores. This process involves applying an object detection model to extract specific sections of clothing images to create preprocessed images. A machine learning model then converts these images into vector representations that capture the design features associated with different brands. A clustering model is subsequently applied to these vector representations to group similar clothing images, enhancing the browsing experience for online customers.

His second patent, "Method of identifying similars in clothing images," presents a system for finding similar clothing images in an online store's catalog. Through the application of an object detection model, the clothing sections of images are extracted to create preprocessed versions. Two machine learning models are then employed: the first converts the colors and textures into a set of vector representations, while the second does the same for the shapes. This dual-layer approach allows for efficient mapping, matching, sorting, and ranking of images to display similar options to customers.

Career Highlights

Srihari Padmanaban Venkatesan currently works at Unisense Tech, Inc., where he applies his expertise to develop advanced solutions for online shopping. His work emphasizes the importance of integrating technology with everyday consumer experiences.

Collaborations

During his time at Unisense Tech, Srihari has collaborated with notable professionals, including Bharat Vijay and Ayyar Arun Balavenkatasubramanian. Their collective efforts are driving innovation in the realm of online retail technologies.

Conclusion

Srihari Padmanaban Venkatesan's innovative contributions and patents provide valuable insights into the future of online shopping. By combining machine learning and object detection techniques, he is shaping how consumers interact with clothing brands across digital platforms. His work is a testament to the importance of innovation in enhancing customer engagement in the increasingly competitive online marketplace.