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A software able to recognize American Sign Language alphabet in realtime from webcam using openCV and a CNN Model

Jupyter Notebook 100.00%

asl-alphabet-recognizer's Introduction

ASL-Alphabet-Recognizer

Description

A software able to recognize American Sign Language alphabet in real-time from web-cam using openCV and a CNN Model

Features

• Support for 25 alphabet letters z is exculded due to it including motion gesture
• Support for 3 extra gestures (delete, space, nothing)
• Display of real-time confidence in the prediction
• Choosing a Region-Of-Interest in the live-cam feed to detect letters from

Results

Results.mp4

Data

The model was trained on the ASL Alphabet dataset from kaggle

Usage

Download the Driver Notebook1 and model weights
Run the cell codes and wait for the live-cam feed to start
Select The ROI
Start trying different gestures

1 Any IPython notebook would work however it's recommended to use Jupyter Notebook from Anaconda

asl-alphabet-recognizer's People

Contributors

aymanmostafa11 avatar

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