 |
International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
|
Issue: March 2026
Volume 11 | Issue 3
Review Result and Publication of Paper within : 2-3 days
Click Here For more DetailsFor Authors
Forms / Download
Published Issue Details
Editorial Board
Other IMP Links
Facts & Figure
Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 118
Article Submitted : 21508
Article Published : 8513
Total Authors : 22399
Total Reviewer : 805
Total Countries : 158
Indexing Partner
Licence
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
|
Published Paper Details
|
|
| Paper Title: | in air character recognition |
| Authors Name: | Nikhil Deshmukh , Gaurav Savla , Meet Dand , Prof. Manoj Dhande |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_182696
|
| Published Paper Id: | IJRTI2206327 |
| Published In: | Volume 7 Issue 6, June-2022 |
| DOI: | |
| Abstract: | In this paper a comparison of three algorithms – Logistic Regression, Shallow Neural Network and Deep Learning are used in this study to create an offline handwritten character recognition system. Recognition of similar shaped character is difficult problem and in character recognition system most errors occur due to similar shaped characters. In this article we propose a generic comparison between three algorithms which works well and the accuracy of this can be increased if the processor of computer is probably high. Our first comparison algorithm that is Logistic Regression which detects many similar characters thus giving us the less efficient success ratio. Next algorithm is Shallow Neural Networks this method is based on observation that there exists a relationship between heights and widths of alphabets written by individual which is unique and specific to him. Our last comparison algorithm is Deep learning Algorithm, we have used Convolutional Neural Network Algorithm to detect the handwritten characters. In today world it has become easier to train deep neural network due to availability of huge amount of data and various Algorithmic Innovations. Now-a-days the amount of computational power needed to train a neural network has increased due to the availability of GPU’s and other cloud-based services like Google Cloud platform and Amazon Web Services which provide resources to train a Neural network on the cloud. We have designed a image segmentation based Handwritten character recognition system. We have developed this comparison algorithm system using python programming language. |
| Keywords: | Matplotlib Cv2 python-mnist EMNIST DATASET |
| Cite Article: | "in air character recognition", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.7, Issue 6, page no.2168 - 2172, June-2022, Available :http://www.ijrti.org/papers/IJRTI2206327.pdf |
| Downloads: | 000205259 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
| Publication Details: |
Published Paper ID: IJRTI2206327
Registration ID:182696
Published In: Volume 7 Issue 6, June-2022
DOI (Digital Object Identifier):
Page No: 2168 - 2172 Country: akola, maharashtra, india Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2206327 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2206327 |
| Share Article: | |
|
Click Here to Download This Article |
|
| Article Preview | |
|
|
|
Major Indexing from www.ijrti.org
| Google Scholar | ResearcherID Thomson Reuters | Mendeley : reference manager | Academia.edu |
| arXiv.org : cornell university library | Research Gate | CiteSeerX | DOAJ : Directory of Open Access Journals |
| DRJI | Index Copernicus International | Scribd | DocStoc |
ISSN Details
 |
 |
|
ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
DOI (A digital object identifier)
| Providing A digital object identifier by DOI.ONE How to Get DOI? |
Conference
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Important Details
Join RMS/Earn 300
WhatsApp
Click Here
Click Here
Indexing Partner |
|||
| Copyright © 2026 - All Rights Reserved - IJRTI | |||