An attempt to translate African Languages to English.This will help make vernacular to vernacular translation possible. Steps; Data Collection

Pairing: Pandas

Tokenization: NLTK/spaCy

Splitting of data into:Training ; Validation/Tuning ; Evaluation/Tests

Padding(Sequence)

Vocabulary Creation-Vocabulary table//lists

Model Selection- Transformer(Transformer Architecture)

Model Building and Training - Implementing using TensorFlow//Pytorch - Training parameters --> Loss Function

Evaluation and Testing - looking for errors

Inferencing.