English to French Translator

The project is a English to French Translator, created using RNNs (Recurrent Neural Networks).

Motivation behind this project is to dive deeper into the domain of Natural Language Processing (NLP).

The AI model that I built follows a Seq2Seq Archiecture, yielding an accuracy of around 83%.

The project can be found at my Github repo: Englih_to_French_Translator.

Technologies:

• - Python 3
• - Tensorflow 2
• - Keras
• - NLTK
• - Gensim
• - WordCloud
• - Seaborn

English Vocabulary Visualizations

French Vocabulary Visualizations

Model Architecture Used

Sample Model Predcition on Test Set