OBSTACLE AVOIDANCE FOR BLIND PEOPLE USING MACHINE LEARNING

Registration ID: IJNRD_215596

Published ID: IJNRD2404210

DOI: Click Here to Get

Mrs.J. Ranganayaki , P.iyonstan , barath.s , Dasari Rajkumar , sandeep.A

object detection, TTS technology, YOLO algorithm, position estimation, computer Vision, speech_recognition

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

Published Paper   E-Certificate

Mrs.J. Ranganayaki, P.iyonstan, barath.s, Dasari Rajkumar, & sandeep.A (April-2024). OBSTACLE AVOIDANCE FOR BLIND PEOPLE USING MACHINE LEARNING. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 9(4), b902-b907. https://ijnrd.org/papers/IJNRD2404210.pdf

Volume 9 Issue 4, April-2024

Pages : b902-b907

Paper Reg. ID: IJNRD_215596

Published Paper Id: IJNRD2404210

Downloads: 000121988

Research Area: Computer Science & Technology 

Country: kanchipuram, tamilnadu, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2404210.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2404210

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

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