https://github.com/ranpy13/sign-language-detection

An AI model that can detect some basic signs in American Standard Sign Language (ASL)
https://github.com/ranpy13/sign-language-detection

Last synced: 10 months ago
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An AI model that can detect some basic signs in American Standard Sign Language (ASL)

• Host: GitHub
• URL: https://github.com/ranpy13/sign-language-detection
• Owner: ranpy13
• License: apache-2.0
• Created: 2024-04-13T18:04:20.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-04-13T19:12:20.000Z (over 2 years ago)
• Last Synced: 2025-04-19T02:59:55.022Z (about 1 year ago)
• Language: Jupyter Notebook
• Size: 2.74 MB
• Stars: 5
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# sign-language-detection

 


> [![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)

>         Sign Language Recognition Using OpenCV

## Dependencies:

  ### Libraries:

  1. tensorflow

  2. keras

  3. openCV

  

  ### Dataset:

```https://www.kaggle.com/datamunge/sign-language-mnist``` [↗️](https://www.kaggle.com/datamunge/sign-language-mnist)

  ### Tools:

  * Google Colab

  * ***or***  jupyter-notebook with all the libraries setup properly

  * install `requirements.txt` using `pip` if required

## How to run

* Run `ROIinOpenCV.py`

* *Pytorch* Implementation is given in `sign_language_pytorch.ipynb`

* Read the entire process at:

  > [http://arshad-kazi.com/sign-language-recognition-using-cnn-and-opencv/](http://arshad-kazi.com/sign-language-recognition-using-cnn-and-opencv/)