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Title: :  OBJECT DETECTION AND SOUND RECOGNITION YOLOv5 AND GTTS
PaperId: :  21827
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 5 2023
DUI:    16.0415/IJARIIE-21827
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
DHIVYAAN SBANNARI AMMAN INSTITUTE OF TECHNOLOGY
AMSAVARTHAN PBANNARI AMMAN INSTITUTE OF TECHNOLOGY
PRAVEEN PBANNARI AMMAN INSTITUTE OF TECHNOLOGY

Abstract

COMPUTER ENGINEERING
YOLOv5, GTTS, object detection, sound recognition, real-time information
This research presents an innovative solution aimed at enhancing accessibility for individuals with visual impairments by integrating YOLOv5 (You Only Look One) object detection and Google Text-to-Speech (GTTS) technology. The proposed system empowers blind users by providing real-time information about their surroundings through object detection and sound recognition. The YOLOv5 model is employed to accurately detect and classify objects within the user's environment, leveraging its efficiency and speed. Simultaneously, sound recognition algorithms are incorporated to identify and interpret auditory cues, such as alarms, sirens, or other important sounds, enhancing situational awareness. To bridge the visual information gap, detected objects are converted into meaningful spoken descriptions using GTTS, facilitating an auditory understanding of the surroundings. The system operates in real-time, ensuring timely and relevant information delivery. The effectiveness of the proposed solution is evaluated through extensive testing with visually impaired participants, emphasizing user feedback and system responsiveness. The results showcase the system's potential to significantly improve the daily lives of individuals with visual impairments by providing them with a comprehensive and intuitive understanding of their environment.

Citations

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IJARIIE DHIVYAAN S, AMSAVARTHAN P, and PRAVEEN P. "OBJECT DETECTION AND SOUND RECOGNITION YOLOv5 AND GTTS" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 5 2023 Page 2066-2070
MLA DHIVYAAN S, AMSAVARTHAN P, and PRAVEEN P. "OBJECT DETECTION AND SOUND RECOGNITION YOLOv5 AND GTTS." International Journal Of Advance Research And Innovative Ideas In Education 9.5(2023) : 2066-2070.
APA DHIVYAAN S, AMSAVARTHAN P, & PRAVEEN P. (2023). OBJECT DETECTION AND SOUND RECOGNITION YOLOv5 AND GTTS. International Journal Of Advance Research And Innovative Ideas In Education, 9(5), 2066-2070.
Chicago DHIVYAAN S, AMSAVARTHAN P, and PRAVEEN P. "OBJECT DETECTION AND SOUND RECOGNITION YOLOv5 AND GTTS." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 5 (2023) : 2066-2070.
Oxford DHIVYAAN S, AMSAVARTHAN P, and PRAVEEN P. 'OBJECT DETECTION AND SOUND RECOGNITION YOLOv5 AND GTTS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, 2023, p. 2066-2070. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/OBJECT_DETECTION_AND_SOUND_RECOGNITION_YOLOv5_AND_GTTS_ijariie21827.pdf (Accessed : ).
Harvard DHIVYAAN S, AMSAVARTHAN P, and PRAVEEN P. (2023) 'OBJECT DETECTION AND SOUND RECOGNITION YOLOv5 AND GTTS', International Journal Of Advance Research And Innovative Ideas In Education, 9(5), pp. 2066-2070IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/OBJECT_DETECTION_AND_SOUND_RECOGNITION_YOLOv5_AND_GTTS_ijariie21827.pdf (Accessed : )
IEEE DHIVYAAN S, AMSAVARTHAN P, and PRAVEEN P, "OBJECT DETECTION AND SOUND RECOGNITION YOLOv5 AND GTTS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, pp. 2066-2070, Sep-Oct 2023. [Online]. Available: http://ijariie.com/AdminUploadPdf/OBJECT_DETECTION_AND_SOUND_RECOGNITION_YOLOv5_AND_GTTS_ijariie21827.pdf [Accessed : ].
Turabian DHIVYAAN S, AMSAVARTHAN P, and PRAVEEN P. "OBJECT DETECTION AND SOUND RECOGNITION YOLOv5 AND GTTS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 5 ().
Vancouver DHIVYAAN S, AMSAVARTHAN P, and PRAVEEN P. OBJECT DETECTION AND SOUND RECOGNITION YOLOv5 AND GTTS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(5) : 2066-2070. Available from: http://ijariie.com/AdminUploadPdf/OBJECT_DETECTION_AND_SOUND_RECOGNITION_YOLOv5_AND_GTTS_ijariie21827.pdf
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