Real time Sketch Recognition System

This Real time Sketch Recognition System application features a Reactbased frontend for an interactive user interface with real-time display and input validation, coupled with a Node.js/Express backend that processes arithmetic operations through RESTful APIs, ensuring accurate calculations with proper error handling. The project demonstrates clean separation of concerns, with the frontend managing UI/UX elements and the backend handling computational logic, while its modular architecture supports potential enhancements like user authentication, calculation history, or advanced mathematical functions. Built with modern web technologies, it exemplifies fundamental full-stack development principles including API integration, state management, and responsive design, providing a scalable foundation for future expansion into more complex features or deployment scenarios.

Authors

Publication Details

Journal
International Journal of Advances in Engineering and Management
Published
2025-04-01
DOI
https://doi.org/10.35629/5252-070411611166
Primary Topic
Hand Gesture Recognition Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Real time Sketch Recognition System

K. Vimala Devi, Sense P.C, Shreyas S Hajare Shreyas S Hajare, Sinchana V Sinchana et al.
International Journal of Advances in Engineering and Management
Hand Gesture Recognition Systems
article

Real time Sketch Recognition System

K. Vimala Devi, Sense P.C, Shreyas S Hajare Shreyas S Hajare, Sinchana V Sinchana, Varshitha R Honnur Varshitha R Honnur
article en

Abstract

This Real time Sketch Recognition System application features a Reactbased frontend for an interactive user interface with real-time display and input validation, coupled with a Node.js/Express backend that processes arithmetic operations through RESTful APIs, ensuring accurate calculations with proper error handling. The project demonstrates clean separation of concerns, with the frontend managing UI/UX elements and the backend handling computational logic, while its modular architecture supports potential enhancements like user authentication, calculation history, or advanced mathematical functions. Built with modern web technologies, it exemplifies fundamental full-stack development principles including API integration, state management, and responsive design, providing a scalable foundation for future expansion into more complex features or deployment scenarios.

International Journal of Advances in Engineering and ManagementVol. 7(4)
Openalex Percentile: Top 90%
Hand Gesture Recognition Systems
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