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TEAM ROCKET

Empower All: Accessibility Tools and Tests

ACCESSIBILITY AND INCLUSION

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PROBLEM STATEMENT

The main problem with today’s world is negligence and ignorance, whether it be between a parent and child, or between and a normal person and a specially abled person. So there is a need of an utility application in today’s fast growing world which sees to the need of the specially abled so that he can interact, or at least try to interact with the society the same way as others.

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We are making an all stop solution for all type of specially-abled people where they can find their required speciality needs to interact with their surroundings in the form of audio and text. We are also providing tests if someone thinks they are impaired in any kind of way.

PROPOSED SOLUTION

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    • Flask - used to connect models to be used with the client server
    • react.js - for client side
    • howler.js - for playing sound in client side
    • React-webcam - to capture images and videos using it
    • tensorflow - for using its pretrained models and data preprocessing
    • huggingface transformer - for image captioning model api
    • Opencv - for image and video processing

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Implementation Details With Tech Stack

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    • This app is for every type of specally abled people in society.
    • Able to record videos, audios and images from client side
    • Text to speech feature also implemented wherever neccessary.
    • Aria attribute increases accessibilty by calling out the compnent names loud.
    • Included tests for vision and hearing.

WOW Factor!!

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    • Optimizing present models will help to improve accuracy which will to scale the web app.
    • Inclusion of more models will increase the domain of the users.
    • Further R&D will make app work on larger scale and larger domain.
    • Inclusion of more tests with deeper research and better user friendly UI.

FUTURE ASPECTS

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THANK YOU