Detection Of Ships in Satellite Imagery Using Deep Neural Networks with Transfer Learning Approach

Abstract

With increasing trade and globalization of businesses, there is also an increasing need for an efficient, reliable and robust system for Naval Security, especially for a peninsular country like India. The developing technology and publicly available remote sensing data can be a great solution to this. The focus of this paper is to implement a Deep Neural Network model using transfer learning approach.