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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
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 115
Article Submitted : 19455
Article Published : 8041
Total Authors : 21252
Total Reviewer : 769
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| Paper Title: | Multi Scanner Android Application using Machine Learning |
| Authors Name: | Deepanshu Priy Gautam , Arati Singh , Anam Khan |
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| Author Reg. ID: |
IJRTI_182017
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| Published Paper Id: | IJRTI2205077 |
| Published In: | Volume 7 Issue 5, May-2022 |
| DOI: | |
| Abstract: | With an increase in the need for various scanning and detecting functionality in android applications, the text recognition, QR code/barcode authentication, and object detection fields have become one of the most researched areas. In our proposed model, we tried to find a better way to provide all the three most demanding and useful functionalities in a single Android application. In our proposed model, for our first functionality, that is object detection, a Deep Convolutional Neural Network model is used to identify and detect real-time objects using Tensor Flow and perform both training and test phases. Text Scanning, our second functionality, is Optical Character Recognition (OCR), a mechanical or electronic interpretation of manually written pictures or typewritten content into machine-editable content. This functionality was implemented in our app using the Google Cloud Mobile Vision API. For our third functionality, QR code or barcode authentication, we used the Zxing and Karumi Dexter Libraries. |
| Keywords: | Text Recognition, Object Detection, QR code and Barcode Authentication, Google Mobile Vision API, Zxing and Dexter Library, Convolutional Neural Network. |
| Cite Article: | "Multi Scanner Android Application using Machine Learning", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.7, Issue 5, page no.451 - 457, May-2022, Available :http://www.ijrti.org/papers/IJRTI2205077.pdf |
| Downloads: | 000205090 |
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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 |
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Published Paper ID: IJRTI2205077
Registration ID:182017
Published In: Volume 7 Issue 5, May-2022
DOI (Digital Object Identifier):
Page No: 451 - 457 Country: Greater Noida, Uttar Pradesh, India Research Area: Information Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2205077 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2205077 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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