Image captioning: the application of deep learning to improve the feeling expression and translation process

An ‘emojian’ algorithm was developed to manage this procedure. The enhanced caption produced, is then translated through Google/Argosopentech translate API, to the particular natural language picked manually, or through the automatic reading of the apparatus. Eventually, the translated enhanced mixed caption is combined with the scanned image, derived through the initial stage of this process. To assess and verify the effectiveness of the Emojian deep learning algorithm, we scrutinized the complete word count in the given text caption parameter relayed to our algorithm, and the complete emoji count delivered by the algorithm, each time a positive result is posted.