Image Captioning- Bangladesh’s Heritage Perspective Using Deep Learning

Image captioning aims to make a textual short explanation of a given image. Despite the fact that it looks to be a straightforward task for human being, it is difficult for computers since it involves the ability to analyze the image and provide a human-like description. Encoder-decoder architectures have recently reached advanced outcomes in the form of picture captioning. With some existing datasets, e.g., Flickr_data, Flickr8k_token.txt, and heritage dataset, we build our model that can create captions from the images related to Bangladeshi culture, tradition and historical places. Bangladesh is enriched with great culture; many heritage places and cultural programs that attract travelers to visit our country. We try to relate our culture, place, and food, together with machine learning techniques by appropriate captioning and spread over our cultural strengths through proper captioning. Our image captioning tool can be very helpful for travel lovers who want to know more about Bangladesh.