Image to Text Conversion : A Comprehensive Re...

Image to Text Conversion : A Comprehensive Review

Author Name : Mr. Ankur Shukla, Mr. Sumit Gupta, Ms. Rishita Pandey

ABSTRACT

Image to text conversion, also known as optical character recognition (OCR), is a significant field within computer vision and natural language processing that aims to extract text information from images. This review paper provides an in-depth analysis of various techniques, methodologies, and advancements in image to text conversion. We present an overview of OCR systems, discuss the challenges involved, explore state-of-the-art approaches, and examine applications across different domains. Furthermore, we discuss evaluation metrics, datasets, and future research directions to foster advancements in this rapidly evolving field.