thesuhas / Signlate

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Signlate

Code is in "main.py", the remaining .py files were made to test out features and and add some funcionalities step-by-step.

About

An App that converts Sign Language in video format to text. The application itself is made using kivy (a python framework for app development). A user can access camera to submit their video on the app, from which frames are captured at regular time intervals and fed to a Convolutional Neural Network (CNN). This CNN then returns the letter corresponding to the sign to the App to be displayed to the user.

Basic Layout

The basic layout is as follows:

Basic App Layout

The translation appears in a text box below the image.

About


Languages

Language:Jupyter Notebook 99.8%Language:Python 0.2%