MUMBAI, India, June 22 -- Intellectual Property India has published a patent application (202641048443 A) filed by Nandha Engineering College on April 16, 2026, for An Image Based Hybrid Machine Learning Framework For Disaster Prediction.

Inventors include Vennila V; Elamathi M; Keerthana M N; Narenthiran M; and Sivasangari K.

The application for the patent was published on June 12, 2026, under issue no. 24/2026.

Abstract: The present disclosure relates to an image-based hybrid disa.~tcr prediction system designed to accurately classify disaster types from visual data using a combination of deep learning and classical machine learning techniques. With the increasing availability of large·scalc visual data from satellites, drones, surveil...