An online multilingual numeral dataset on Devnagari and English languages for pattern recognition research
The real-time air-writing multilingual datasets are widely used for several purposes, such as handwriting character or numeral pattern recognition. The air-writing systems are commonly used in operation theatres, online education systems, banking sectors, reservation counters, etc. However, the air-...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2023-12-01
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| Series: | Data in Brief |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352340923008120 |
| _version_ | 1797430016899809280 |
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| author | Meenal K. Jabde Chandrashekhar H. Patil Amol D. Vibhute Shankar Mali |
| author_facet | Meenal K. Jabde Chandrashekhar H. Patil Amol D. Vibhute Shankar Mali |
| author_sort | Meenal K. Jabde |
| collection | DOAJ |
| description | The real-time air-writing multilingual datasets are widely used for several purposes, such as handwriting character or numeral pattern recognition. The air-writing systems are commonly used in operation theatres, online education systems, banking sectors, reservation counters, etc. However, the air-written numeral datasets are less for Devanagari and English languages needed for detecting patterns. Therefore, the present article introduces novel datasets written in the air for Devanagari and English. In addition, this article proposes a systematic novel strategy to collect the air-written multilingual numeral dataset from 100 individuals ranging in 20-40 age groups. The Devanagari and English 0-9 digits were ten times written in the air by every individual resulting in 10,000 images for each language. Thus, 20,000 images were generated and stored in the databases. The proposed dataset is freely available and could be a good resource for pattern recognition research. |
| first_indexed | 2024-03-09T09:21:38Z |
| format | Article |
| id | doaj.art-eb24f96906fa4aff8e31f79dfc2b5409 |
| institution | Directory Open Access Journal |
| issn | 2352-3409 |
| language | English |
| last_indexed | 2024-03-09T09:21:38Z |
| publishDate | 2023-12-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Data in Brief |
| spelling | doaj.art-eb24f96906fa4aff8e31f79dfc2b54092023-12-02T07:00:17ZengElsevierData in Brief2352-34092023-12-0151109743An online multilingual numeral dataset on Devnagari and English languages for pattern recognition researchMeenal K. Jabde0Chandrashekhar H. Patil1Amol D. Vibhute2Shankar Mali3School of Computer Science, Dr. Vishwanath Karad MIT World Peace University, Pune, MH, India.School of Computer Science, Dr. Vishwanath Karad MIT World Peace University, Pune, MH, India.; Corresponding author.Symbiosis Institute of Computer Studies and Research (SICSR), Symbiosis International (Deemed University), Pune-411016, MH, India.School of Computer Science, Dr. Vishwanath Karad MIT World Peace University, Pune, MH, India.The real-time air-writing multilingual datasets are widely used for several purposes, such as handwriting character or numeral pattern recognition. The air-writing systems are commonly used in operation theatres, online education systems, banking sectors, reservation counters, etc. However, the air-written numeral datasets are less for Devanagari and English languages needed for detecting patterns. Therefore, the present article introduces novel datasets written in the air for Devanagari and English. In addition, this article proposes a systematic novel strategy to collect the air-written multilingual numeral dataset from 100 individuals ranging in 20-40 age groups. The Devanagari and English 0-9 digits were ten times written in the air by every individual resulting in 10,000 images for each language. Thus, 20,000 images were generated and stored in the databases. The proposed dataset is freely available and could be a good resource for pattern recognition research.http://www.sciencedirect.com/science/article/pii/S2352340923008120Air-written, Real-TimeNumeral recognitionMultilingual datasetDevnagari and English datasetsPattern recognition |
| spellingShingle | Meenal K. Jabde Chandrashekhar H. Patil Amol D. Vibhute Shankar Mali An online multilingual numeral dataset on Devnagari and English languages for pattern recognition research Data in Brief Air-written, Real-Time Numeral recognition Multilingual dataset Devnagari and English datasets Pattern recognition |
| title | An online multilingual numeral dataset on Devnagari and English languages for pattern recognition research |
| title_full | An online multilingual numeral dataset on Devnagari and English languages for pattern recognition research |
| title_fullStr | An online multilingual numeral dataset on Devnagari and English languages for pattern recognition research |
| title_full_unstemmed | An online multilingual numeral dataset on Devnagari and English languages for pattern recognition research |
| title_short | An online multilingual numeral dataset on Devnagari and English languages for pattern recognition research |
| title_sort | online multilingual numeral dataset on devnagari and english languages for pattern recognition research |
| topic | Air-written, Real-Time Numeral recognition Multilingual dataset Devnagari and English datasets Pattern recognition |
| url | http://www.sciencedirect.com/science/article/pii/S2352340923008120 |
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