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An Qt Desktop Application that teaches the ASL alphabet using Computer Vision Machine Learning Model.

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NathanPaceydev/SignMate-ASL-Computer-Vision

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README.md
README.md
 
 
SignMate.ico
SignMate.ico
 
 
SignMate.rc
SignMate.rc
 
 
SignMate.vcxproj
SignMate.vcxproj
 
 
SignMate.vcxproj.filters
SignMate.vcxproj.filters
 
 
SignMate.vcxproj.user
SignMate.vcxproj.user
 
 
aslModel.h5
aslModel.h5
 
 
best_model_dataflair3.h5
best_model_dataflair3.h5
 
 
createData.py
createData.py
 
 
main.cpp
main.cpp
 
 
main.py
main.py
 
 
requirements.txt
requirements.txt
 
 
signmate.cpp
signmate.cpp
 
 
signmate.h
signmate.h
 
 
signmate.qrc
signmate.qrc
 
 
signmate.ui
signmate.ui
 
 
stdafx.cpp
stdafx.cpp
 
 
stdafx.h
stdafx.h
 
 
trainCNN.py
trainCNN.py
 
 
ui_header.h
ui_header.h
 
 
ui_signmate.h
ui_signmate.h
 
 

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SignMate

A Windows Application that teaches you the ASL Alphabet using Computer Vision

A Windows application built with Qt in C++ and utilizing OpenCV and TensorFlow models in Python. The computer vision application reads the users signs for each letter in the ASL alphabet and dispalys it on the screen.

walkthrough.mp4

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An Qt Desktop Application that teaches the ASL alphabet using Computer Vision Machine Learning Model.

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python opencv machine-learning qt bioinformatics widget computer-vision cpp tensorflow artificial-intelligence american-sign-language

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