hamza-mughees/Sign-Language-Detection

ASL Digit Recognition

This project attemps to perform live digit recognition on ASL digit symbols. The project uses OpenCV to access live feed from the webcam and performs ASL digit recognition within an adjustable region of interest (ROI) on the live feed. The recognition is done with the use of a trained Convolutional Neural Network (CNN). The dataset used to train this CNN is custom made and consists of binary images of every ASL digit symbol from 0-9, inclusive.

Getting started

Prerequisites

1. Python
2. Pip

Installing packages

1. TensorFlow

   pip install tensorflow
   

2. OpenCV

   pip install opencv-python
   

3. numpy

   pip install numpy
   

Running the project

1. Clone the repo

   git clone https://github.com/hamza-mughees/Sign-Language-Detection.git
   

2. Navigae to the repo

   cd Sign-Language-Detection
   

3. Run program.py

   python program.py