Author Login IJIRT Partner Network (IPN) Login

Handwritten Mathematical Symbol Recognition using Convolutional Neural Network

  • Unique Paper ID: 167488
  • Volume: 11
  • Issue: 3
  • PageNo: 1096-1099
  • Abstract:
  • In our day-to-day life handwritten symbols are seen everywhere. We do involve automating data entry, letters, from writing cheques to writing notes manually. Symbol recognition is a process of detecting and recognizing symbols from input images and converting them into machine editable form. The technique by which a computer system can recognize symbols and other text written by hand is called a handwriting recognition system. Handwritten mathematical symbol recognition used widely for performing automating data entry, and processing handwritten applications. It is challenging for a computerized system to carry out certain types of tasks is not easy. Handwritten style of an individual person is different and varies from time to time. While understanding handwritten symbols, there are many challenges which we have to deal with. The degradation of a document or image over time can impair the ability to accurately interpret the symbols. However, we can find a solution for this using deep learning. This paper presents a model that accurately interprets handwritten characters using a dataset employed to train the model. The primary aim of this paper is to establish effective and dependable methods for recognizing handwritten symbols, and the accuracy of handwritten symbol recognition using a sequential model is 99%.
Download article email to a friend

Cite This Article

  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 3
  • PageNo: 1096-1099

Handwritten Mathematical Symbol Recognition using Convolutional Neural Network

Related Articles

30 Sep, 2024

Performance Analysis of Structure Similarity Algorithm for the Recognition of Handwritten Urdu Characters

Read More
Impact Factor
8.01 (Year 2024)
UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Latest Publication

Archive

View More

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry