English-Hindi-Digital-Document-Translater

This repository contains the code to convert English Digital Documents(pdf) into Hindi.

Below are the two components present :

1. Machine-Translation

We have used opennmt to train and serve the model.Follow below instructions to start this component:

1. Installing Dependencies

cd OpenNMT-py && pip install -r requirements.txt --no-cache-dir

2. Model Download:

Download model from [here] and copy inside the ./OpenNMT-py/available_models folder

3. Start Server(Will start a server at default port 5000)

python server.py

Below is a sample curl request to test the results:

curl --header "Content-Type: application/json"   --request POST   --data '[{"id":100,"src":"You should refrain from doing this."}]' http://localhost:5000/translator/translate

Tools like postman etc can also be used to test the api.

2 PDF to Converted Text

1. Installing Dependencies

pip install -r requirements.txt

2. Start Server (will start a server on port 5001)

export PYTHONPATH=$PWD && python src/app.py

3. Go to http://localhost:5001/home

Note: Having too many pages in the pdf might take a bit of time for the API to return the results. On successfull processing, a text file with the converted hindi text will be generated.