International Journal for Research in Applied Science & Engineering Technology (IJRASET)

ISSN: 2321-9653; IC Value: 45.98; SJ Impact Factor: 7.538

Volume 11 Issue IV Apr 2023- Available at www.ijraset.com

B. Proposed System

The proposed system implements an optimized optical character recognition technique to efficiently extract text from image files. This optimization technique increases the accuracy level of text recognition compared to existing systems. Implement pixel-based comparisons to process high-definition images without providing output. As a result, the accuracy of predicting text from image files is significantly improved over previous systems. The proposed system design flow is shown in Fig. 3.2.

Advantage Of Proposed System

1) Takes less time even if the image size is large.

2) Improved OCR technology is under development.

3) Text recognition is more accurate.

4) Recognize the text even if it is not present in the images of the learning game.

5) A pixel-based process has been implemented here.

6) The lag when processing HD images is ignored here.

IV. SOFTWARE&DESIGNFLOW

A. Python

Python is a dynamic, overly hierarchical and loose open source and interpreted programming language. In addition to procedural oriented programming, it also facilitates object-oriented programming. In Python, you don't need the variable form because it's a dynamically typed language.

1) Features of Python

Python has many features, some of which are described below, a) Ease of coding. b) Free and open source. c) Object-oriented language. d) Support for GUI programming. e) High Level Languages. f) Extensible Features. g) Python is a Portable Language. h) Python is an Embedded Language. i) Interpreted Languages. j) Large standard library. k) Dynamically typed language.