American_sign_language_sign_recognition

This is a jupyter notebook program to train and detect the hand gestures of american signlanguage using LSTM and Mediapipe.

I used tutorials from Nicholas Renotte Here's his youtube channel: https://www.youtube.com/c/NicholasRenotte

You can find the tutorial that I used to create the gesture detection in the following video.

https://www.youtube.com/watch?v=doDUihpj6ro

Here is the link for the Dataset. https://www.kaggle.com/datasets/sundarbalamurugan/hand-gestures-using-mediapipe

Here is the youtube video link of my working. https://youtu.be/IJsWkrfR_s8

They are numpy arrays of all the gestures stored. Thet are of 4 different people. 2 - Man 1 - Woman 1 - Kid

Paper

Here is the link to the paper - https://www.sciencedirect.com/science/article/pii/S1877050922021378 In the future, I will try to create a blog post and share it.