Enhancing hand-drawn diagram recognition through the integration of machine learning and deep learning techniques

Abstract For many generations, hand-drawn diagrams were utilized as a common graphical means of interaction in various fields, such as engineering, architecture, and education. Because human-made graphics are inherently complicated and variable, hand-drawn diagram recognition is a challenging task....

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Bibliographic Details
Main Authors: Vanita Agrawal, MVV Prasad Kantipudi, Jayant Jagtap
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-01823-4
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