Sequence to sequence model for Language translation from English to French.
This model uses an Encoder-Decoder with LSTM cells.
The model can similarly used for translation between other languages also like from English to Hindi. The model was trained on a small dataset of around 8000 sentence pairs for 70 epochs.
Below are some output snapshots.
Dataset can be downloaded from www.manythings.org/anki and the extracted file should be saved in data/ folder.
Trained Model weights are stored in models folder.
- The code is heavly based on https://blog.keras.io/a-ten-minute-introduction-to-sequence-to-sequence-learning-in-keras.html
- Dataset was downloaded from www.manythings.org/anki and tatoeba.org