Image Descriptor For Visually Impaired

Abstract

An image descriptor is a system that generates a voice description of the context of an image. The initial step involves the generation of a textual description of the image. It entails analyzing an image with machine learning algorithms and producing a description of the image in natural language. The obtained captions are then converted to voice output. Systems for captioning images can be used for a variety of purposes, including assisting those who are visually impaired in comprehending what is being depicted in a picture or assisting search engines in comprehending picture content and enhancing search results. Building systems for captioning images can be done in a number of ways. One method entails employing a neural network to compress the image into a representation, followed by another neural network to decode the representation into a description in natural language.