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Document details - A Deep Learning Based Assistant for the Visually Impaired

Journal Volume 10, Issue 5, May 2021, Article 16533253 Ashwini Gaikwad, Dr. Vinaya V. Gohokar , " A Deep Learning Based Assistant for the Visually Impaired" , International Journal of Application or Innovation in Engineering & Management (IJAIEM) , Volume 10, Issue 5, May 2021 , pp. 102-112 , ISSN 2319 - 4847.

A Deep Learning Based Assistant for the Visually Impaired

    Ashwini Gaikwad, Dr. Vinaya V. Gohokar

Abstract

ABSTRACT For visually impaired people to carry out basic tasks like recognizing objects, people in the background are very challenging. The paper presents work done in the field of object detection for visually impaired people. It mainly focuses to detect sharp, dangerous objects like a fork, knife, gas stove, stairs, and microwave using a pertained model. Google’s open image dataset v6 is used for training the R- CNN. Keywords: Gas stove, Knife, Stair’s detection, Deep learning, Dataset, R-CNN.

  • ISSN: 23194847
  • Source Type: Journal
  • Original language: English

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