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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (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) |
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| Paper Title: | Advancements in Motorcycle Safety: Automatic Helmet Detection Systems Through Machine Learning |
| Authors Name: | Saket Milind kharche , Sumedh Patil , Yash Dharane , Shubham Sathe , Sanjay Agrawal |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_213261
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| Published Paper Id: | IJNRD2402007 |
| Published In: | Volume 9 Issue 2, February-2024 |
| DOI: | |
| Abstract: | Motorcycle accidents are a huge concern today. The number of accidents occurring every day has increased rapidly which in turn results in loss of lives. One of the main factors in these fatal accidents is the lack of use of helmets. Even though the use of a helmet is mandatory people fail to follow it which causes these unfortunate events. The government has taken various initiatives regarding the increase in the use of helmets by creating awareness and also increasing the fines but people seem to be least bothered. To tackle these situations, we propose an automated solution for helmet detection on motorcyclists using a combination of techniques like YOLO and CNN. The combination of You Only Look Once(YOLO) and Convolutional Neural Network(CNN) helps to efficiently identify the helmets from the real-time datasets. The proposed system will help traffic police by reducing their work and automating the imposition of fines. As the techniques are used in combination, the accuracy and the degree of reliability of our system are higher compared to single techniques-based implementations. |
| Keywords: | Open CV-Open-Source Computer Vision Library ,CNN-Convolutional Neural Network ,OCR-Optical Character Recognition ,YOLO-You Only Look Once ,IOUIntersection over Union ,DHCP-Dynamic Host Configuration Protocol ,DDNS-Dynamic Domain Name System ,PoE-Power over Ethernet ,API-Application Programming Interface |
| Cite Article: | "Advancements in Motorcycle Safety: Automatic Helmet Detection Systems Through Machine Learning", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 2, page no.a53-a58, February-2024, Available :http://www.ijnrd.org/papers/IJNRD2402007.pdf |
| Downloads: | 000118770 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 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:IJNRD2402007 Registration ID: 213261 Published In: Volume 9 Issue 2, February-2024 DOI (Digital Object Identifier): Page No: a53-a58 Country: Pune, maharastra, India Research Area: Computer Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2402007 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2402007 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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