Multilingual Image caption Generator using Big data and Deep Learning

Automatic image captioning aims to produce a descriptive sentence about picture. For this task, we are creating model that will spit out an English sen- tence when is given as input describing the image’s subject. Scien- tists in field of cognitive computing have paid much attention it recent years. The endeavor challenging because requires merging ideas from two distinct but related disciplines: natural language processing and computer vision. Using integration CNN with LSTM, developed for generating captions. behind Convolutional Neural Network Long Short-Term Memory were combined create model. convolutional neural network serves encoder, extracting informa- tion images. At same time, long short-term memory responsible decoder role, coming up words describe image. problem arises dataset significant, takes weeks systems only CPU support train decrease time required big data can be taken into accounts. After caption generation phase, use BLEU Scores assess our model’s performance. tion, technology help users find fitting description uploaded photo desired language.