Nikateen / ASL-Gesture-Recognition

A python application that uses deep learning to recognize hand signs of alphabets of the American Sign Language

ASL-Gesture-Recognition

A python application that uses deep learning to recognize hand sign of alphabets of the American Sign Language

demo.mp4

Installation

Note: GPU support is only available for Nvidia GPUs running on Windows or Linux

1. Install the latest Nvidia drivers >=450.51.06 for your card by clicking here

2. Install Nvidia CUDA Toolkit 11.0 Update 1 by following the guides

   • Windows
   • Linux

3. Install python 3.6 or 3.7

4. Install PyTorch v1.7.1

   pip install torch==1.7.1+cu110 torchvision==0.8.2+cu110 torchaudio==0.7.2 -f https://download.pytorch.org/whl/torch_stable.html

5. Install fastai v1.0.61

   pip install fastai==1.0.61

6. Install opencv

   pip install opencv-python

Execution

First, extract the contents of the zip file /model/v4/export.zip in the same directory

Run the application using:

python demo.py