Advanced Deep Learning for Whale detection in VHR Satellite Images

Abstract

With the use of very high resolution (VHR) satellite images we can locate whales. In this thesis, I have experimented with different advanced architectures in Deep Learning to detect whales in satellite images. I have also showed how effective the models are at finding whales in comparatively lower resolution images. Finally, I have used this model to draw bounding boxes around the whales.