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Training a model to recognize Sign Language then running inference on the Webcam

Sign Language Classification

Sample Output of the code:

sample-output

This repo contains code to train a Neural Network on the American Sign Language Dataset on Kaggle.

Download the model from here and place it in the model/ folder. That is where our code expects it to be.

The training notebook can be found in the training folder.

There is also an blog for training the model and one for making the inference app.

To run inference, use the webcam_inference.py file. Make you sure you replicate the virtual enviromnemt and install all requirements. Recommended way is to use conda. I provide the conda file requirements.txt for this purpose