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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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Issue: May 2024
Volume 9 | Issue 5
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| Paper Title: | OBSTACLE AVOIDANCE FOR BLIND PEOPLE USING MACHINE LEARNING |
| Authors Name: | Mrs.J. Ranganayaki , P.iyonstan , barath.s , Dasari Rajkumar , sandeep.A |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_215596
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| Published Paper Id: | IJNRD2404210 |
| Published In: | Volume 9 Issue 4, April-2024 |
| DOI: | |
| Abstract: | Lately, object recognition technology has seen a number of technologies being used in self-driving cars, robots and industrial facilities. Nonetheless, it is the visually impaired who need these technologies the most but gain least from them. The aim of this paper was to develop an object detection system for blind people using deep learning techniques. In addition to that, voice guidance technique is mentioned as a way of informing individuals with sight problems where objects are located. You Only Look Once (YOLO) algorithm is employed in an object recognition deep learning model and text-to-speech (TTS) is used to synthesize a voice announcement making it convenient for blind individuals to acquire information about objects. Consequently, it presents an effective object detecting system which aids the blind in finding things within a confined area without assistance from others; and the performance of this system has been verified through experiments. distance estimation from where object is coming |
| Keywords: | object detection, TTS technology, YOLO algorithm, position estimation, computer Vision, speech_recognition |
| Cite Article: | "OBSTACLE AVOIDANCE FOR BLIND PEOPLE USING MACHINE LEARNING", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 4, page no.b902-b907, April-2024, Available :http://www.ijnrd.org/papers/IJNRD2404210.pdf |
| Downloads: | 00033 |
| 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:IJNRD2404210 Registration ID: 215596 Published In: Volume 9 Issue 4, April-2024 DOI (Digital Object Identifier): Page No: b902-b907 Country: kanchipuram, tamilnadu, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2404210 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2404210 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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