This repository is a sanitized version of my Final Year Project Sign Language Recognition and Translation using Motion Tracking and Deep Learning.

This project aims to continuously recognize Sign Language and translate them into a single sentence. It involves 2 different modules.

• A LSTM model for sign language recognition; and
• A language model for translation from glosses to sentences.

The original FYP project aims to translate Hong Kong Sign Language, but in practice this model can support any language as long as you make your own dataset.

To set up the project, follow the instructions in docs/setup.md.

Aftewards, modify your config file if needed. Refer to docs/config.md.

For usage, refer to docs/usage.md