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ASL_FYP is a modern application that will detect the sign of disabled person who cannot talk and our application will convert those sign into text as well as speech.

Kotlin 0.01% Swift 0.06% Objective-C 0.01% Dart 3.78% HTML 0.94% CMake 0.63% C++ 1.33% C 0.06% Jupyter Notebook 92.27% Python 0.79% Java 0.03% Shell 0.07%

asl_fyp's Introduction

ASL_FYP is a modern application that will detect the sign of disabled person who cannot talk and our application will convert those sign into text as well as speech.

#We have provided a web Based Interface using Python's Flask library , so that you could train the model yourself without having to code whole CNN Your self. Plus you can also view the distribution of Alphabets on Training DataSet as a Histogram.

After Training you can obtain Model file in project root directory and also have option to convert the Saved Model to .tflite , so that it can be used in Flutter Application.

This repo contains Two Flutter Application : ASL_FlutterA_image_picker :: Detects Picked Image (user Flutter Version 2.8.1) ASL_Flutter_Live_Detection :: Detects Image from Live Video Stream(Less Accurate)(Flutter Version : 2.10.0)

Here, we have a mobile application that will open camera and capture the sign and detect that sign based on model provided using python . We have build a web app that hepls to generate different model based on given input value.

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