Image Caption Generator Using CNN and LSTM

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Authors: Nagarajan Muruganandam, P. A. Monisha, Mounika Ilaka, N. Merrin Prasanna, D. Manasa, T. Kavi Priya
Cited by: 0
References: 16

Abstract

In this proposed research, we are planning to implement both LSTM and CNN to generate captions for images. There are already many methods proposed in the literature to generate captions for an image. The use of Natural Language Processing (NLP) is very crucial for this task. Also, there is a demand for a huge number of images to be trained and tested for this task. In this research, we propose to use LSTM and CNN for generating captions for the given image. The LSTM is used to decode the image description, and CNN, a deep learning algorithm, is used to get information from the given image.

Fields of Study & Subjects

Multimodal Machine Learning Applications Advanced Image and Video Retrieval Techniques Human Pose and Action Recognition

Publication details

Pages
39–42
Publication date
10 September 2026
Language
EN
Document type
Book chapter