This repo contains a real time American sign language alphabet translator developed using python and a web frontend which was built using flask framework.
https://signmastercodex.herokuapp.com/
++Features++
1). ASL sign language alphabet with images 2). Translate ASL alphabet by images 3). Translate ASL alphabet real-time 4). Text- to-Speech function for translated text
++Requirements, packages and Libraries++ PyCharm or any other preferred IDE. Python - 3.7 (Venv) Flask - 2.0.1 gTTS – 2.2.2 numpy – 1.19.5 OpenCv – 4.5.1.48 Tensorflow – 2.4.1
++Setup Instructions++ Clone the repository Open “CodeX_ml_final.ipynb” from google colab. Run “CodeX_ml_final.ipynb” and download the model file “asl_alphabet_codeX.h5”. Put it inside the “ASL_Translator_CodeX” folder Open the same folder from the IDE and install the relevant packages and libraries. Run “app.py” to open web frontend in localhost. Or run “asl_backend.py” to open camera and start the translation from backend using opencv.