Intellectual Property India Publishes Patent Application for A Deep Learning-Based Framework For Imbalanced Image Dataset Optimization Using Adaptive Sampling And Data Augmentation Techniques

MUMBAI, India, Sept. 28 -- Intellectual Property India has published a patent application (202641112617 A) filed by Vallurupalli Nageswara Rao Vignana Jyothi Institute Of Engineering And Technology on September 19, 2026, for A Deep Learning-Based Framework For Imbalanced Image Dataset Optimization Using Adaptive Sampling And Data Augmentation Techniques.

Inventor includes B. Venkatesh Reddy.

The application for the patent was published on September 25, 2026, under issue no. 39/2026.

Abstract: ABSTRACT [0019] A method is presented for correcting severe class imbalance in medical image collections through the controlled generation of synthetic samples. A conditional generative adversarial network is trained on a skin-disease dataset contai...