An Exploratory Analysis on Image captioning using Deep Learning
N Anusha · International Journal for Research in Applied Science and Engineering Technology · 2021
Captioning an image is a concept of producing a succinct content description for an input image in single sentence considering all the objects in an image in the form of description. It can be done using deep learning architectures with the help of CNN (Convolution Neural Network) and RNN (Recurrent Neural Network). A particular kind of RNN called long short-term memory (LSTM) is used. The image from the dataset is taken as the input and accordingly caption is produced as an output from the given set in the form of text. It has numerous applications in various fields namely Image Indexing, Application Recommendation, Social media etc. It also aids the visually impaired and short sightedness people by automatically decoding the image and describing it in the form of text in a large format.