Sing language is a visual-gestural language used by deaf and hard-to-hearing individuals to convey imformation, thoughts and emotions. Sign language recognition is the process of using typically computer vision and machine learning, to interpret and understand sign language gestures made by individuals.
Project like this can opens up various opportunities and benifits for both commercial and non-profit organizations.
- Market Opportunities
- Revenue Generation
- Improved customer service
- Innovation and Research opportunities
- Job creation
- Deaf and hard-hearing communities
- Research nad developers
- Government and Regulatory bodies.
- Education and Schools
- Healthcare Providers
This project is based on SIGNS dataset. This SIGNS dataset is a collection of 6 signs representing numbers from 0 to 5.
- Tensorflow
- Keras' Functional API
I have used TensorFlow framework for this project.
pip install tensorflow- TensorFlow
- Keras
- Saving and reusing models