A Deep Learning based project to detect American Sign Language(ASL) using the Leap Motion sensor.
To start using the Leap Motion SDK click here
The dataset is generated by connecting the Leap Motion sensor and running generate-data.py
I have used DNNClassifier of Tensorflow high level Estimator API to train the model.
I have used gTTS(Google Text To Speech) to generate the audio file. You can find the example in sign-detect.py
Create a file using the generate-data.py and run the test code in sign-detect.py to output the speech equivalent
of the given sign.