International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
Volume 185 - Issue 40 |
Published: Nov 2023 |
Authors: Surya R.E., Mahalakshmi S.B. |
![]() |
Surya R.E., Mahalakshmi S.B. . Image Captioning Web Application using Deep Learning Algorithms. International Journal of Computer Applications. 185, 40 (Nov 2023), 29-33. DOI=10.5120/ijca2023923204
@article{ 10.5120/ijca2023923204, author = { Surya R.E.,Mahalakshmi S.B. }, title = { Image Captioning Web Application using Deep Learning Algorithms }, journal = { International Journal of Computer Applications }, year = { 2023 }, volume = { 185 }, number = { 40 }, pages = { 29-33 }, doi = { 10.5120/ijca2023923204 }, publisher = { Foundation of Computer Science (FCS), NY, USA } }
%0 Journal Article %D 2023 %A Surya R.E. %A Mahalakshmi S.B. %T Image Captioning Web Application using Deep Learning Algorithms%T %J International Journal of Computer Applications %V 185 %N 40 %P 29-33 %R 10.5120/ijca2023923204 %I Foundation of Computer Science (FCS), NY, USA
Images and visual signs play a vital role in communication and comprehension, but they pose challenges for visually impaired individuals. This paper presents an innovative solution, leveraging Convolutional Neural Networks (CNN) and Long Short-Term Memory (LSTM) networks, to create a photo-to-speech application that enhances the quality of life for individuals with visual impairments. The development, methodology, and evaluation of this application, demonstrates its potential to provide real-time image captions and improve accessibility.This work includes Flickr 8k dataset for training the model (VGG16) and attains a BLEU score of 56%.