Text and Object Recognition using Deep Learning for Visually Impaired People
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2020, Vol 4, Issue 5
Abstract
the main aim of this paper is to aid the visually impaired people with object detection and text detection using deep learning. Object detection is done using a convolution neural network and text recognition is done by optical character recognition. The detected output is converted into speech using text to the speech synthesizer. Object detection comprises of two methods. One is object localization and the other is image classification. Image classification refers to the prediction of classes of different objects within an image. Object localization infers the location of objects using bounding boxes. R. Soniya | B. Mounica | A. Joshpin Shyamala | Mr. D. Balakumaran "Text and Object Recognition using Deep Learning for Visually Impaired People" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-5 , August 2020, URL: https://www.ijtsrd.com/papers/ijtsrd31508.pdf Paper Url :https://www.ijtsrd.com/engineering/electronics-and-communication-engineering/31508/text-and-object-recognition-using-deep-learning-for-visually-impaired-people/r-soniya
Authors and Affiliations
R. Soniya | B. Mounica | A. Joshpin Shyamala | Mr. D. Balakumaran
Keywords
Related Articles
- EP ID EP688553
- DOI -
- Views 132
- Downloads 0
Study on the Energy Level Splitting of the Francium Atom Fr in an External Magnetic Field
In This paper the normal Francium atom is considered with the use of non relativistic quantum mechanical approach and the Bohrs atomic model. We study the energy shift values of a Francium atom by the external magnetic f...
Awareness of Consumer Rights and Provisions of Consumer Protection Act
Though customer is the purpose of existence of the business and it is often said customer is the king, it is not practiced everywhere. Consumers are subjected to the exploitation now and then and which calls for law. Whe...
Modelling and Analysis of Grid Connected PV System under Different Penetration Level of PV
In the last two decades there is very sharp rise in the power generation from the solar system. This is due to the increasing solar cell efficiency, decreasing PV system costs, increasing government support, and many oth...
Effect of Steel Fibre Reinforcement on Early Strength of Concrete
Cement concrete is the most extensively used construction material in the world. The reason for its extensive use is that it provides good workability and can be moulded to any shape. Ordinary cement concrete possesses a...
Artificial Intelligence Empowering the Future of Digital Transformation
Artificial Intelligence is not only about the machines that play an authoritative role in humans, but they both are working together. Machines provide the human with the ability of insight and perspective but the machine...