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GPTSense - ChatGPT Classifier

Daniel Ke (Front end)

Michael Xu (Front end)

Zhiyuan Li (Back end, AI)

Aiden Lundberg (Pitch, idea)

Dependencies

git clone git@github.com:FakeZhiyuanLi/GPTSense.git
cd GPTSense
python -m venv env
./env/bin/activate
pip install requirements.txt

Created with python version 3.9.12

About

Tensorflow text classification model trained on 32,000 examples of OpenAI GPT-3.5-Turbo API and 10,000 examples of human responses scraped from blogs

Run code

flask run

empty text

Enter text into input area (works best between 5-30 lines)

Click submit

with text Result shows between 0-100% chance of chatGPT response

Percentages above 60% are likely chatGPT, can be false positive at times Percentages above 90% are most likely chatGPT, can also be false positive

history Scroll down for a history of past checks

Click on the box to copy the response

Credits

Questions database: https://github.com/xinyadu/nqg

Debug

Error installing dependencies

This is likely the fault of tensorflow-macos and tensorflow-metal, these are macos specific versions of Tensorflow and do not exist on windows

Solution: delete these modules from requirements.txt and run pip install tensorflow

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Text Classifier

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