REST API to convert Kannada sentences to English using Seq2Seq Nueral Network model. Implemented attention mechanism. Deployed the transalation model on Google Cloud using cloud functions. The transaltion model is implemented using PyTorch.
CNN Encoder - RNN(LSTM & GRU) Decoder model for captioning an image with visual attention mechanism. Building encoder-decoder models with global and local attention mechanism