Predicting relevant captions using image caption generator in social media platforms
Aryan Gupta, Devansh Singh Bhadauria, Manav Atray, Inderjeet Kaur · Computational Methods in Science and Technology · 2024
Creating natural language descriptions or captions for images is a formidable task that requires a combination of computer vision techniques to understand image content and natural language processing models to express this understanding in coherent sentences. This paper delves into the development of a web-accessible Image Caption Generator, aiming to improve user experience by automatically generating captions for uploaded images. The versatility of this generator extends its applicability to various uses, such as image indexing, assisting visually impaired individuals, and enhancing interactions on social media platforms. This paper results in caption generator without the need for complex data pre-processing or a specialized model pipeline. Notably, a singular end-to-end model seamlessly predicts captions, streamlining the entire process. The paper integrates social media platforms with the proposed Image Caption Generator giving users automated and contextually relevant captions, fostering a more immersive and inclusive digital experience.