Prediction of Caption and Emoji of an Image using Deep Learning
Bindu R1, Anuradha T2
1Bindu R, Department of Information Technology, Veleagapudi Ramakrishna Siddhartha Engineering College, Vijayawada (A.P), India.
2Anuradha T, Department of Information Technology, Veleagapudi Ramakrishna Siddhartha Engineering College, Vijayawada (A.P), India.
Manuscript received on 20 October 2019 | Revised Manuscript received on 25 October 2019 | Manuscript Published on 02 November 2019 | PP: 3721-3724 | Volume-8 Issue-2S11 September 2019 | Retrieval Number: B14720982S1119/2019©BEIESP | DOI: 10.35940/ijrte.B1472.0982S1119
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: With the invention of deep learning, there is a good progress in image classification. But automatic generation of captions for images is still a challenging problem and is in the initial stages of artificial intelligence research. Automatic description of images has applications in social networking and will be useful to visually impaired persons. This paper concentrates on designing a user-friendly web application framework which can predict the caption of an image using deep learning techniques. The verbs and objects present in the caption are used for forming the emoji and for predicting the major color of the image.
Keywords: Caption Generation, Convolutional Neural Networks, Deep Learning, Emoji Prediction, Progressive Loading.
Scope of the Article: Deep Learning