Object Detection and Localization for Visually Impaired
Now a days Both temporary and permanent disabilities affect a large number of people in this one of the disabilities is blindness there are a lot of blind persons in the world. Nearly 390 lakh individuals are fully blind, and another 2850 lakh are purblind, or visually impaired, according to the Wor...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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EDP Sciences
2023-01-01
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| Series: | ITM Web of Conferences |
| Subjects: | |
| Online Access: | https://www.itm-conferences.org/articles/itmconf/pdf/2023/07/itmconf_icaect2023_01014.pdf |
| _version_ | 1797343988348354560 |
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| author | Reddy Bolla Dileep Rauniyar Hrishita Sowmya D.N. Rakshitha T.P. Rasool Nabi |
| author_facet | Reddy Bolla Dileep Rauniyar Hrishita Sowmya D.N. Rakshitha T.P. Rasool Nabi |
| author_sort | Reddy Bolla Dileep |
| collection | DOAJ |
| description | Now a days Both temporary and permanent disabilities affect a large number of people in this one of the disabilities is blindness there are a lot of blind persons in the world. Nearly 390 lakh individuals are fully blind, and another 2850 lakh are purblind, or visually impaired, according to the World Health Organisation (WHO). Many supporting or guiding systems have been established, and are still being developed, to improve people’s daily lives as they move from one place to another. Therefore, the main concept behind our suggested method is to provide an auto-assistance system for people who are visually impaired. As a result of their inability to see the object, the disabled person may find this auto-assistance system useful. To create an assisting system for blind persons, numerous methods have been put into place. Some systems are still being studied. The implemented models had a number of drawbacks when it came to object detection. We suggest a new method that uses CNNs (Convolutional Neural Networks) to aid those who are blind or visually impaired. |
| first_indexed | 2024-03-08T10:55:47Z |
| format | Article |
| id | doaj.art-f6fdd0fcf8744bac8a018c518002c3f8 |
| institution | Directory Open Access Journal |
| issn | 2271-2097 |
| language | English |
| last_indexed | 2024-03-08T10:55:47Z |
| publishDate | 2023-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | ITM Web of Conferences |
| spelling | doaj.art-f6fdd0fcf8744bac8a018c518002c3f82024-01-26T16:34:27ZengEDP SciencesITM Web of Conferences2271-20972023-01-01570101410.1051/itmconf/20235701014itmconf_icaect2023_01014Object Detection and Localization for Visually ImpairedReddy Bolla Dileep0Rauniyar Hrishita1Sowmya D.N.2Rakshitha T.P.3Rasool Nabi4Department of CSE, Nitte Meenakshi Institute of technologyDepartment of CSE, Nitte Meenakshi Institute of technologyDepartment of CSE, Nitte Meenakshi Institute of technologyDepartment of CSE, Nitte Meenakshi Institute of technologyDepartment of CSE, Nitte Meenakshi Institute of technologyNow a days Both temporary and permanent disabilities affect a large number of people in this one of the disabilities is blindness there are a lot of blind persons in the world. Nearly 390 lakh individuals are fully blind, and another 2850 lakh are purblind, or visually impaired, according to the World Health Organisation (WHO). Many supporting or guiding systems have been established, and are still being developed, to improve people’s daily lives as they move from one place to another. Therefore, the main concept behind our suggested method is to provide an auto-assistance system for people who are visually impaired. As a result of their inability to see the object, the disabled person may find this auto-assistance system useful. To create an assisting system for blind persons, numerous methods have been put into place. Some systems are still being studied. The implemented models had a number of drawbacks when it came to object detection. We suggest a new method that uses CNNs (Convolutional Neural Networks) to aid those who are blind or visually impaired.https://www.itm-conferences.org/articles/itmconf/pdf/2023/07/itmconf_icaect2023_01014.pdfcnn (convolution neural network)yoloobject detectionlocalizationdeep learning |
| spellingShingle | Reddy Bolla Dileep Rauniyar Hrishita Sowmya D.N. Rakshitha T.P. Rasool Nabi Object Detection and Localization for Visually Impaired ITM Web of Conferences cnn (convolution neural network) yolo object detection localization deep learning |
| title | Object Detection and Localization for Visually Impaired |
| title_full | Object Detection and Localization for Visually Impaired |
| title_fullStr | Object Detection and Localization for Visually Impaired |
| title_full_unstemmed | Object Detection and Localization for Visually Impaired |
| title_short | Object Detection and Localization for Visually Impaired |
| title_sort | object detection and localization for visually impaired |
| topic | cnn (convolution neural network) yolo object detection localization deep learning |
| url | https://www.itm-conferences.org/articles/itmconf/pdf/2023/07/itmconf_icaect2023_01014.pdf |
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