SURVEY PAPER ON IMAGE CAPTION GENERATOR USING NEURAL NETWORK
International Research Journal of Modernization in Engineering Technology and Science · 2023
Image captioning is becoming an essential task for virtual assistants, editing software, and image indexing.Automatically generating a caption for an image is known as image captioning.It is becoming more popular as a freshly developed scientific field.The objective of image captioning requires the capture and expression of semantic information of images in natural languages.The approach for generating image captions generally consists of two general methods i.e., encoding and decoding.The RNN is used to create phrases, whereas the CNN is used to extract characteristics or features from images.When an image is given as input, the model has been trained such that it generates captions that most accurately describe the input image.For a particular image, some software tools create and provide a caption.Using CNN, it recognizes noteworthy items and their connections.A current study has shown CNN's benefits for automatic image caption synthesis and machine translation to address the issue.