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Sign-Language-Recognition

An app that uses deep learning model to identify sign language signs made with hands. image image image image image image image

Getting Started

Prerequisites

Make sure you have installed visual studio,Android Studio,Flask, python,jupyter Notebook, pip package installer before running the project.

Installation of required packages

  • Clone the repo sh git clone {repository link}

  • Open the migrations in home folder of the project and delete all the migration files which are numbered.

pip install -r requirements.txt

How to run

You can either run Jupyter notebook to go through every process and develop model or use developed model and run application through terminal. The app can be installed using android studio by running it either in an emulator or in a mobile device.

ScreenShots of the model running tested by different persons

manikanta

mohith

pavan

karthik

Class Diagram

classdiagram

Login Sequence Diagram

Blank diagram

Home Sequence Diagram

Home Sequence Diagram

Usecase Diagram

Use case diagram(2).pdf

About

App to identify hand gestures and recognise it in sign language.

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