Computer Vision aids the computer in comprehending what occurs in a visual representation of the real world, such as videos or photographs. A subfield of Computer Vision is Optical Character Recognition, which works with handwritten or printed material that is converted into machine-readable language. All of the world’s paper-based documents could be translated into a more convenient format for storage without having to rewrite them. The purpose of this paper is to develop an algorithm that can convert a picture of handwritten text on paper into a machinereadable format, making it easier for individuals to keep papers.