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hello everyone this is ashwin here in this video we are going to see about how to create a image caption generator using flicker data set so this is a deep learning project i am going to use keras with tensorflow as a tech stack in this project the objective is to build a image captioning generator so we will have a random image and our model will see the image and give us some captions lets say uh lets say we have an image a boy is walking means the model will extract the features from the image and try to generate the caption like a boy is walking or running similar to that so that is the objective of this project so we will be using both cnn for image feature extraction and lstm for natural language processing so well be doing a lot of pre-processing steps for both image and text data now without further ado lets start the project first lets import the modules now import modules and this session is enabled with the gpu so we need a gpu for faster processing of image data now l