POS Recognition from Image (POSTagger)

A Django based tool that takes an image as input, extract characters from it and returns output as a single best POS tag for each word.

Technical Stack-

1.Django(Framework)

2.django-crispy-forms

3.Pillow

4.pytz

5.pytesseract

6.nltk(natural language tool-kit)

7.HTML CSS JS

Running Locally

git clone https://github.com/Saumya-Mishra9129/POS-Recognition-from-Image-POSTagger-.git

Go to the directory where manage.py exists and run the following commands-

pip install -r requirements.txt

Important- You must have go to the views.py of POSGenerate app and set path in generate function according to your media directory.

python manage.py migrate

(Run the server)

python manage.py runserver

Result- A POS.txt(text file) will be created in Image_POS_TAGGER.