Detection and Recognition of Objects in Image Caption Generator System: A Deep Learning Approach

摘要

Image Caption Generator deals with generating captions for a given image. The semantic meaning in the image is captured and converted into a natural language. The capturing mechanism involves a tedious task that collaborates both image processing and computer vision. The mechanism must detect and establish relationships between objects, people, and animals. The aim of this paper is to detect, recognize and generate worthwhile captions for a given image using deep learning. Regional Object Detector (RODe) is used for the detection, recognition and generating captions. The proposed method focuses on deep learning to further improve upon the existing image caption generator system. Experiments are conducted on the Flickr 8k dataset using python language to demonstrate the proposed method.