Image Captioning Using Deep Learning

Image Captioning Using Deep Learning

Harshul Jain¹, Daksh Banswal²

^1,2B. Tech. Student, Information Technology & Maharaja Agrasen Institute of Technology

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Abstract - With increasing advancements in artificial intelligence, image captioning has become a popular topic. Image captioning is the process of generating a textual description for given images. It has been a very important and fundamental task in the Deep learning domain. As it has a wide range of uses. It uses two topics of artificial intelligence which are natural language processing, and computer vision. This project aims to provide a brief explanation about the image in mostly one sentence and requires the methodology of computer vision and natural language processing. Recent development in deep learning and the availability of image caption datasets such as COCO and Flikr. Our model is trained using Flickr8k data using Convolution Neural Network (CNN) as an encoder and Recurrent Neural Network (RNN) as decoder show that our model is generating relevant captions for the image.

Key Words: Image Captioning, Deep Learning, Convolutional Neural Network (CNN), Recurrent Neural Network (RNN)