Machine Learning Based Detection Of ASL(American Sign Language) Gestures

ONLY 3 THINGS YOU NEED

1. Dataset (Here, it is a link: https://www.kaggle.com/datamunge/sign-language-mnist)
2. Model (We are using Convolution Neural Network(CNN))
3. Platform (OpenCV)

Working Of CNN

Run This File

Before run this file, you need to download Dataset from kaggle.

First, Train the model cnn.py file

Second, Run this classify.py to see the output

You should put hand appropriately to see Output of Gesture. You can find amer_sign3.png.

Sign Language In Action!

Output Using Flask