French to English Language Translation

• Tech Stack: Python, PyTorch
• Algos: Recurrent Neural Networks (RNN), Gated Recurrent Unit (GRU), Transformers, Seq2Seq
• Notebook URL: View on Github
• Code URL: View on Github

This project aims to develop a machine learning-based French to English translation system using Recurrent Neural Networks (RNN) and Transformers. The system uses an Encoder-Decoder architecture to translate sentences from French to English. Two models were trained, one using RNN and one using Transformers. The system is trained on a parallel corpus of French and English sentences and has shown promising results in accurately translating French sentences to English.