AI_Generated_Text_Checker_App
AI_Generated_Text_Checker_App copied to clipboard
This app Classifies the text generated by AI tools like chatGPT. Roberta-base-openai-detector Model has been used from hugging face to detect ai generated texts.
AI Generated Text Checker App
This app Classifies the text generated by AI tools like chatGPT. Fake refers to the text generated by an AI and Real refers to the text written by a human. And The ui has been implemented using the dash python library. Roberta-base-openai-detector Model has been used from hugging face to detect ai generated texts.
Demo
https://user-images.githubusercontent.com/45914161/216013963-e0427ebc-f794-4608-802e-fb62007003dc.mp4
Technology Stack
- Python
- Plotly Dash
- Pandas
- Plotly
How to Run
To see the project working, just clone the repository and install all required libraries within requirements.txt file and replace the roberta-base-openai-detector
directory with the following after unziping it: https://drive.google.com/file/d/16Be7V62ew3PVf5pbxNOr_uLB1CTGpYg-/view?usp=sharing
and run the project :)
- Clone the repository
- Setup Virtual environment
$ python3 -m venv env
- Activate the virtual environment
$ source env/Source/activate
- Install dependencies using
$ pip install -r requirements.txt
- Run index.py file
Contact
For any feedback or queries, please reach out to me at [email protected] or My Linkedin @suwaidaslam.