AI text Detector

this is an application web for the model we trained to detect text is it AI-generated or Human-written.

setup

first you need to download the trained model and extract it inside this repo then you should install the requirements on your virtual environment ( search how to create virtual environment, it's not hard )

  virtualenv env                    # create virtual eniveronement
  source ./env/bin/activate         # or ".\env_name\Scripts\activate" for windows
  pip install -r requirements.txt   # install the requirement

after installing the requirement , we need to download the next 2 Corpus by nltk, so first change the download path to your environment, on terminal, execute the next:

export NLTK_DATA=./env/nltk_data 

then python, tun the next code to download the 2 corpus:

python ./install_corpus.py

there is a problem on wordnet corpus , so we need to unzip it too , so we should execute the next command:

unzip ./env/nltk_data/corpora/wordnet.zip -d ./env/nltk_data//corpora/   # or the path to your zip file 

now we ready to run the website

python manage.py runserver