ASL Tutor

A language learning tool for American Sign Language which uses skeletal tracking data from a Leap Motion and machine learning to interpret signs.

Please watch the video demo!

This project was made in under 24 hours for TAMUHack 2015. Thanks to the organizers!

Setup

Clone this repository
Install packages from requirements.txt
Start Redis running on localhost at port 6379
python app.py
- This step may take a few seconds the first time because the classifier has to be trained on the data. After that first time, the classifier is serialized to disk and loaded much more quickly on subsequent restart.
Open a browser to the URL outputted in the console

Name		Name	Last commit message	Last commit date
Latest commit History 57 Commits
lib		lib
static		static
templates		templates
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
app.py		app.py
asl.py		asl.py
asl_data.db		asl_data.db
classifier.py		classifier.py
db.py		db.py
find_params.py		find_params.py
hand_data.py		hand_data.py
requirements.txt		requirements.txt
score_classifiers.py		score_classifiers.py
trainer.py		trainer.py