In this work, we have tried to solve the Visual Relationship Detection Track competition launched by Kaggle. The aim of the competition is to check if computers can detect the relationship between objects presented in images. Not only it is a very state-of-the-art research area, but it is also a very challenging task to accomplish compared to existing computer vision tasks. It is a combination of two prominent tasks – object detection and image caption generation. Although de