It is a language translator, which translates one language to another language. It was developed by the team The Master Betters to defend the KU HackFest 2022 competitors. It used the facebook's no language left behind pre-trained model and fine-tuned with the custom datasets by the master betters. The translator supports 200 different languages. App is live here.
The datasets used to fine-tune the model - Facebook/flores and OPUS Books
Both the TensorFlow and PyTorch was used to build the model. For the demonstration, the model was deployed to the HuggingFace spaces using its transformers and the interface of Gradio (a platform for machine learning model to demo with web interface). To use this model with demo app, the following requirements should have installed in your machine. The original toolkit can be found here, which was used as a reference for this project.