/ASL-Recognition-Using-Machine-Learning

American Sign Language recognition using machine learning.

Primary LanguagePython

American Sign Language Recognition
Using Machine Learning

Richard Avery Boutin & Christopher Iverson

Recognize each letter in the American Sign Language Alphabet using machine learning.

Hearing and speech impairment are increasingly prevalent health conditions in society that can greatly affect technological accessibility. Our primary goal is to train a machine learning model, using neural networks, to recognize each character in the American Sign Language alphabet.

Download the dataset from Kaggle

In the project directory, extract the contents of the downloaded file 'asl-alphabet.zip'.

Install packages using the command:

pip install -r requirements.txt

Source code available on GitHub