Anima Majumder

Title: Inventor Anima Majumder: Pioneering Innovations in Deep Learning Technology

Introduction

Anima Majumder is an accomplished inventor based in Bengaluru, India. With a focus on cutting-edge deep learning technologies, she has filed two patents that showcase her innovative prowess in the field of machine learning and artificial intelligence. Her work emphasizes solving complex computational challenges while enhancing the efficiency of deep learning models.

Latest Patents

Anima Majumder's latest patents reflect her commitment to advancing deep learning capabilities. The first patent, titled "System and method for parameter compression of capsule networks using deep features," addresses the high computational costs associated with conventional capsule networks. By introducing a lightweight deep feature-based capsule network, this invention allows for the effective compression of parameters while ensuring improved recognition accuracy. The innovative architecture includes convolutional operations and a Batch Normalization layer that work in tandem with a capsule layer, drastically enhancing performance and reducing resource consumption.

Her second patent, "Method and system for automatic object annotation using deep network," tackles the tedious process of image annotation, which becomes increasingly cumbersome with large datasets. Anima’s invention employs a two-stage deep network architecture that streamlines the annotation process. The system utilizes Faster Region-based Fully Convolutional Networks (F-RCNN) for generating annotated images and further enhances efficiency by training a multi-class object detection model to automate real-time annotation of input images.

Career Highlights

Currently, Anima Majumder is associated with Tata Consultancy Services Limited, where she continues to push the boundaries of innovation in her field. With her background in deep learning and computer vision, she plays a significant role in developing new technologies that impact a wide range of applications, from image processing to AI-driven automation.

Collaborations

Throughout her career, Anima has collaborated with talented colleagues such as Chandan Kumar Singh and Vivek Kumar Gangwar. Together, they contribute to advancements in their respective projects, driving innovation and fostering a collaborative work environment at Tata Consultancy Services Limited.

Conclusion

Anima Majumder represents a new generation of inventors who are shaping the future of technology through their groundbreaking work in deep learning. Her patents not only address current challenges in the field but also pave the way for further advancements in machine learning applications. As she continues to innovate, her contributions will undoubtedly have a lasting impact on the industry and inspire future generations of inventors.